
R version 2.12.0 (2010-10-15)
Copyright (C) 2010 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: x86_64-apple-darwin9.8.0/x86_64 (64-bit)

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> 
> load("RData.sims.A.nobs1000")
> 
> #source("pscore_estimation_core1.R")
> library(Matching)
Loading required package: rgenoud
##  rgenoud (Version 5.7-1, Build Date: 2010-08-26)
##  See http://sekhon.berkeley.edu/rgenoud for additional documentation.
Loading required package: MASS
## 
##  Matching (Version 4.7-10, Build Date: 2010/08/13)
##  See http://sekhon.berkeley.edu/matching for additional documentation.
##  Please cite software as:
##   Jasjeet S. Sekhon. Forthcoming. ``Multivariate and Propensity Score Matching
##   Software with Automated Balance Optimization: The Matching package for R.''
##   Journal of Statistical Software. 
##
> 
> nboots <- 0
> print.level <- 0
> 
> #load(file="RData.simdata.A.obs1000.reps1000")
> #dta <- simdata.A.obs1000.reps1000
> #rm(simdata.A.obs1000.reps1000)
> #gc()
> 
> sims.run <- 1000
> 
> logit.bm1 <- list()
> boost.bm1 <- list()
> forest.bm1 <- list()
> nnet.bm1 <- list()
> genmatch.bm1 <- list()
> 
> genmatch.weights <- read.csv(file="simsA1.nobs1000.gm1.results", header=FALSE)
> 
> for (s in 1:sims.run)
+   {
+     cat("\n\ns:",s,"\n")
+ 
+     sdta <- as.data.frame(dta[,s])
+ 
+     #true model
+ #    lm1 <- lm(y.a~ z.a+ w1 + w2 + w3 + w4 + w8 + w9 + w10, data=sdta)
+ #    true.est[s] <- lm1$coef[2]
+ #    cat("truth:",mean(true.est[1:s]),"\n")
+ 
+     #logit
+     logit.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=logit.pscore[[s]], estimand="ATT", M=1)
+     summary(logit.m1)
+ 
+     logit.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=logit.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    logit.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=logit.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    logit.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=logit.m1, data=sdta, nboots=nboots, print.level=print.level)    
+ 
+     #boosting!
+     boost.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=boosting.pscore[[s]], estimand="ATT", M=1)
+     summary(boost.m1)
+ 
+     boost.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=boost.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    boost.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=boost.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    boost.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=boost.m1, data=sdta, nboots=nboots, print.level=print.level)        
+ 
+ 
+     #Random Forest
+     forest.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=forest.pscore[[s]], estimand="ATT", M=1)
+     summary(forest.m1)
+ 
+     forest.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=forest.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    forest.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=forest.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    forest.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=forest.m1, data=sdta, nboots=nboots, print.level=print.level)            
+ 
+ 
+     #nnet
+     nnet.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=nnet.pscore[[s]], estimand="ATT", M=1)
+     summary(nnet.m1)
+ 
+     nnet.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=nnet.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    nnet.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=nnet.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    nnet.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=nnet.m1, data=sdta, nboots=nboots, print.level=print.level)
+ 
+ 
+     #GenMatch
+ #    s <- 645
+ #    sdta <- as.data.frame(dta[,s])    
+     Xm <- cbind(logit.pscore[[s]], sdta$w1, sdta$w2, sdta$w3, sdta$w4, sdta$w5, sdta$w6, sdta$w7, sdta$w8, sdta$w9, sdta$w10)    
+     genmatch.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=Xm, estimand="ATT", M=1, Weight.matrix=diag(as.real(genmatch.weights[s,])))
+     summary(genmatch.m1)
+     print(genmatch.m1$est)
+ 
+     genmatch.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=genmatch.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    genmatch.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=genmatch.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    genmatch.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=genmatch.m1, data=sdta, nboots=nboots, print.level=print.level)    
+   }#end of sims loop


s: 1 

Estimate...  -0.4179 
AI SE......  0.073648 
T-stat.....  -5.6743 
p.val......  1.3923e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  660 


Estimate...  -0.57504 
AI SE......  0.15088 
T-stat.....  -3.8114 
p.val......  0.00013819 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  638 


Estimate...  -0.35364 
AI SE......  0.063248 
T-stat.....  -5.5914 
p.val......  2.2529e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  700 


Estimate...  -0.61535 
AI SE......  0.14347 
T-stat.....  -4.2892 
p.val......  1.7933e-05 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  21058 


Estimate...  -0.37381 
AI SE......  0.054247 
T-stat.....  -6.8909 
p.val......  5.5447e-12 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3738066


s: 2 

Estimate...  -0.34176 
AI SE......  0.076024 
T-stat.....  -4.4954 
p.val......  6.9454e-06 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  699 


Estimate...  -0.83075 
AI SE......  0.16323 
T-stat.....  -5.0894 
p.val......  3.5922e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  659 


Estimate...  -0.36042 
AI SE......  0.069995 
T-stat.....  -5.1493 
p.val......  2.6150e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  721 


Estimate...  -0.33537 
AI SE......  0.15018 
T-stat.....  -2.2331 
p.val......  0.025542 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  24905 


Estimate...  -0.38168 
AI SE......  0.061298 
T-stat.....  -6.2267 
p.val......  4.7641e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3816804


s: 3 

Estimate...  -0.33781 
AI SE......  0.068776 
T-stat.....  -4.9117 
p.val......  9.0286e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  672 


Estimate...  -0.46101 
AI SE......  0.15052 
T-stat.....  -3.0628 
p.val......  0.0021930 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  626 


Estimate...  -0.3966 
AI SE......  0.065263 
T-stat.....  -6.0769 
p.val......  1.2251e-09 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  674 


Estimate...  -0.13076 
AI SE......  0.16466 
T-stat.....  -0.79411 
p.val......  0.42713 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  17224 


Estimate...  -0.3599 
AI SE......  0.022896 
T-stat.....  -15.719 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.3598994


s: 4 

Estimate...  -0.44933 
AI SE......  0.083713 
T-stat.....  -5.3676 
p.val......  7.9802e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  698 


Estimate...  -0.38066 
AI SE......  0.12220 
T-stat.....  -3.115 
p.val......  0.0018396 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  624 


Estimate...  -0.41631 
AI SE......  0.063491 
T-stat.....  -6.5569 
p.val......  5.4938e-11 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  769 


Estimate...  -0.38492 
AI SE......  0.15551 
T-stat.....  -2.4751 
p.val......  0.013318 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  18214 


Estimate...  -0.42657 
AI SE......  0.079077 
T-stat.....  -5.3944 
p.val......  6.8764e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.4265686


s: 5 

Estimate...  -0.4033 
AI SE......  0.070797 
T-stat.....  -5.6965 
p.val......  1.2228e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  699 


Estimate...  -0.48348 
AI SE......  0.11361 
T-stat.....  -4.2557 
p.val......  2.0839e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  656 


Estimate...  -0.39117 
AI SE......  0.062179 
T-stat.....  -6.291 
p.val......  3.1538e-10 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  701 


Estimate...  -0.59783 
AI SE......  0.13445 
T-stat.....  -4.4464 
p.val......  8.7338e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  18782 


Estimate...  -0.37805 
AI SE......  0.054749 
T-stat.....  -6.905 
p.val......  5.0191e-12 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3780466


s: 6 

Estimate...  -0.26363 
AI SE......  0.080807 
T-stat.....  -3.2624 
p.val......  0.0011047 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  691 


Estimate...  -0.19776 
AI SE......  0.15991 
T-stat.....  -1.2367 
p.val......  0.21621 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  654 


Estimate...  -0.32779 
AI SE......  0.06059 
T-stat.....  -5.4101 
p.val......  6.3003e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  717 


Estimate...  -0.51095 
AI SE......  0.15347 
T-stat.....  -3.3294 
p.val......  0.00087037 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  17858 


Estimate...  -0.35963 
AI SE......  0.063413 
T-stat.....  -5.6713 
p.val......  1.4170e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3596334


s: 7 

Estimate...  -0.391 
AI SE......  0.073654 
T-stat.....  -5.3085 
p.val......  1.1050e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  655 


Estimate...  -0.27744 
AI SE......  0.16043 
T-stat.....  -1.7293 
p.val......  0.083755 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  600 


Estimate...  -0.32046 
AI SE......  0.064055 
T-stat.....  -5.0028 
p.val......  5.649e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  689 


Estimate...  -0.43755 
AI SE......  0.20915 
T-stat.....  -2.0921 
p.val......  0.036431 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  16234 


Estimate...  -0.41808 
AI SE......  0.030049 
T-stat.....  -13.913 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4180827


s: 8 

Estimate...  -0.40685 
AI SE......  0.07281 
T-stat.....  -5.5878 
p.val......  2.2993e-08 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  719 


Estimate...  -0.36465 
AI SE......  0.12843 
T-stat.....  -2.8393 
p.val......  0.0045207 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  622 


Estimate...  -0.34389 
AI SE......  0.069134 
T-stat.....  -4.9742 
p.val......  6.5505e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  678 


Estimate...  -0.54793 
AI SE......  0.17123 
T-stat.....  -3.2 
p.val......  0.0013742 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  19106 


Estimate...  -0.43812 
AI SE......  0.05991 
T-stat.....  -7.3129 
p.val......  2.6157e-13 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.4381155


s: 9 

Estimate...  -0.42541 
AI SE......  0.075455 
T-stat.....  -5.6379 
p.val......  1.721e-08 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  698 


Estimate...  -0.48314 
AI SE......  0.18571 
T-stat.....  -2.6016 
p.val......  0.0092784 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  711 


Estimate...  -0.44684 
AI SE......  0.066542 
T-stat.....  -6.7151 
p.val......  1.8795e-11 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  733 


Estimate...  -0.27173 
AI SE......  0.16969 
T-stat.....  -1.6013 
p.val......  0.10932 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  13846 


Estimate...  -0.38162 
AI SE......  0.042458 
T-stat.....  -8.9882 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

          [,1]
[1,] -0.381625


s: 10 

Estimate...  -0.3736 
AI SE......  0.07524 
T-stat.....  -4.9654 
p.val......  6.8549e-07 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  683 


Estimate...  -0.40091 
AI SE......  0.14784 
T-stat.....  -2.7118 
p.val......  0.0066924 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  645 


Estimate...  -0.41173 
AI SE......  0.072748 
T-stat.....  -5.6597 
p.val......  1.5163e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  703 


Estimate...  -0.27493 
AI SE......  0.16234 
T-stat.....  -1.6935 
p.val......  0.090352 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  18534 


Estimate...  -0.42763 
AI SE......  0.050366 
T-stat.....  -8.4904 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4276322


s: 11 

Estimate...  -0.38342 
AI SE......  0.075685 
T-stat.....  -5.066 
p.val......  4.0622e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  719 


Estimate...  -0.53108 
AI SE......  0.15914 
T-stat.....  -3.3371 
p.val......  0.00084667 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  659 


Estimate...  -0.34857 
AI SE......  0.05997 
T-stat.....  -5.8124 
p.val......  6.158e-09 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  756 


Estimate...  -0.349 
AI SE......  0.14425 
T-stat.....  -2.4195 
p.val......  0.015542 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  20336 


Estimate...  -0.40548 
AI SE......  0.06566 
T-stat.....  -6.1755 
p.val......  6.5943e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.4054822


s: 12 

Estimate...  -0.33798 
AI SE......  0.088576 
T-stat.....  -3.8157 
p.val......  0.00013581 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  710 


Estimate...  -0.70406 
AI SE......  0.172 
T-stat.....  -4.0934 
p.val......  4.2508e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  629 


Estimate...  -0.39916 
AI SE......  0.064398 
T-stat.....  -6.1983 
p.val......  5.7081e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  725 


Estimate...  -0.13748 
AI SE......  0.15485 
T-stat.....  -0.88786 
p.val......  0.37462 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  15593 


Estimate...  -0.42379 
AI SE......  0.062395 
T-stat.....  -6.7922 
p.val......  1.1047e-11 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.4237932


s: 13 

Estimate...  -0.50996 
AI SE......  0.074423 
T-stat.....  -6.8522 
p.val......  7.2728e-12 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  689 


Estimate...  -0.42813 
AI SE......  0.16549 
T-stat.....  -2.587 
p.val......  0.0096813 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  647 


Estimate...  -0.29867 
AI SE......  0.059831 
T-stat.....  -4.9918 
p.val......  5.9809e-07 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  728 


Estimate...  -0.20553 
AI SE......  0.13013 
T-stat.....  -1.5793 
p.val......  0.11426 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  16651 


Estimate...  -0.38912 
AI SE......  0.037243 
T-stat.....  -10.448 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3891237


s: 14 

Estimate...  -0.39209 
AI SE......  0.08905 
T-stat.....  -4.4031 
p.val......  1.0671e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  658 


Estimate...  -0.23683 
AI SE......  0.19654 
T-stat.....  -1.2050 
p.val......  0.22822 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  640 


Estimate...  -0.37154 
AI SE......  0.066652 
T-stat.....  -5.5743 
p.val......  2.4854e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  694 


Estimate...  -0.40443 
AI SE......  0.12659 
T-stat.....  -3.1949 
p.val......  0.0013989 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  22643 


Estimate...  -0.38055 
AI SE......  0.027037 
T-stat.....  -14.075 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3805486


s: 15 

Estimate...  -0.31877 
AI SE......  0.068871 
T-stat.....  -4.6285 
p.val......  3.6828e-06 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  698 


Estimate...  -0.40568 
AI SE......  0.13105 
T-stat.....  -3.0957 
p.val......  0.0019637 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  649 


Estimate...  -0.33561 
AI SE......  0.065502 
T-stat.....  -5.1237 
p.val......  2.996e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  728 


Estimate...  -0.38053 
AI SE......  0.1604 
T-stat.....  -2.3724 
p.val......  0.017673 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  17283 


Estimate...  -0.37674 
AI SE......  0.056188 
T-stat.....  -6.7051 
p.val......  2.0131e-11 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.3767442


s: 16 

Estimate...  -0.55761 
AI SE......  0.072771 
T-stat.....  -7.6625 
p.val......  1.8208e-14 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  731 


Estimate...  -0.37631 
AI SE......  0.17006 
T-stat.....  -2.2128 
p.val......  0.026913 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  661 


Estimate...  -0.40367 
AI SE......  0.064527 
T-stat.....  -6.2559 
p.val......  3.9535e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  705 


Estimate...  -0.6312 
AI SE......  0.20589 
T-stat.....  -3.0657 
p.val......  0.0021717 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  20285 


Estimate...  -0.42758 
AI SE......  0.04591 
T-stat.....  -9.3136 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

          [,1]
[1,] -0.427584


s: 17 

Estimate...  -0.31379 
AI SE......  0.076281 
T-stat.....  -4.1136 
p.val......  3.8958e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  702 


Estimate...  -0.31448 
AI SE......  0.11698 
T-stat.....  -2.6883 
p.val......  0.0071827 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  615 


Estimate...  -0.34243 
AI SE......  0.07428 
T-stat.....  -4.61 
p.val......  4.0268e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  711 


Estimate...  -0.32162 
AI SE......  0.12068 
T-stat.....  -2.6651 
p.val......  0.007696 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  20766 


Estimate...  -0.38515 
AI SE......  0.039086 
T-stat.....  -9.8537 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3851458


s: 18 

Estimate...  -0.41475 
AI SE......  0.069117 
T-stat.....  -6.0008 
p.val......  1.9641e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  696 


Estimate...  -0.44305 
AI SE......  0.11861 
T-stat.....  -3.7352 
p.val......  0.00018756 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  666 


Estimate...  -0.40319 
AI SE......  0.062382 
T-stat.....  -6.4633 
p.val......  1.0243e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  719 


Estimate...  -0.54125 
AI SE......  0.16680 
T-stat.....  -3.2448 
p.val......  0.0011754 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  17493 


Estimate...  -0.3836 
AI SE......  0.06874 
T-stat.....  -5.5805 
p.val......  2.3986e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3836028


s: 19 

Estimate...  -0.35907 
AI SE......  0.063561 
T-stat.....  -5.6492 
p.val......  1.6118e-08 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  670 


Estimate...  -0.29446 
AI SE......  0.12389 
T-stat.....  -2.3768 
p.val......  0.017463 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  627 


Estimate...  -0.29538 
AI SE......  0.063275 
T-stat.....  -4.6683 
p.val......  3.0376e-06 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  697 


Estimate...  -0.43147 
AI SE......  0.14243 
T-stat.....  -3.0294 
p.val......  0.0024503 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  18911 


Estimate...  -0.40129 
AI SE......  0.060866 
T-stat.....  -6.593 
p.val......  4.3092e-11 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.4012922


s: 20 

Estimate...  -0.31751 
AI SE......  0.082274 
T-stat.....  -3.8592 
p.val......  0.00011378 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  703 


Estimate...  -0.42887 
AI SE......  0.10888 
T-stat.....  -3.9389 
p.val......  8.1861e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  600 


Estimate...  -0.32212 
AI SE......  0.069344 
T-stat.....  -4.6452 
p.val......  3.3976e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  689 


Estimate...  -0.3095 
AI SE......  0.12599 
T-stat.....  -2.4566 
p.val......  0.014028 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  20392 


Estimate...  -0.34609 
AI SE......  0.070407 
T-stat.....  -4.9156 
p.val......  8.8514e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3460908


s: 21 

Estimate...  -0.23794 
AI SE......  0.078527 
T-stat.....  -3.0301 
p.val......  0.0024449 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  683 


Estimate...  -0.40235 
AI SE......  0.11148 
T-stat.....  -3.6092 
p.val......  0.00030717 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  613 


Estimate...  -0.25875 
AI SE......  0.067202 
T-stat.....  -3.8504 
p.val......  0.00011794 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  717 


Estimate...  -0.15423 
AI SE......  0.17218 
T-stat.....  -0.89572 
p.val......  0.3704 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  20328 


Estimate...  -0.40178 
AI SE......  0.039981 
T-stat.....  -10.049 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.4017819


s: 22 

Estimate...  -0.53608 
AI SE......  0.073151 
T-stat.....  -7.3284 
p.val......  2.3292e-13 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  675 


Estimate...  -0.6507 
AI SE......  0.14014 
T-stat.....  -4.643 
p.val......  3.4331e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  626 


Estimate...  -0.42172 
AI SE......  0.066594 
T-stat.....  -6.3327 
p.val......  2.4087e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  676 


Estimate...  -0.49666 
AI SE......  0.16672 
T-stat.....  -2.9790 
p.val......  0.0028923 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  14388 


Estimate...  -0.44795 
AI SE......  0.051768 
T-stat.....  -8.653 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4479529


s: 23 

Estimate...  -0.30317 
AI SE......  0.072 
T-stat.....  -4.2107 
p.val......  2.5456e-05 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  692 


Estimate...  -0.60642 
AI SE......  0.15452 
T-stat.....  -3.9246 
p.val......  8.6871e-05 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  658 


Estimate...  -0.44308 
AI SE......  0.065737 
T-stat.....  -6.7402 
p.val......  1.5820e-11 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  738 


Estimate...  -0.29827 
AI SE......  0.14593 
T-stat.....  -2.0439 
p.val......  0.04096 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  21018 


Estimate...  -0.42614 
AI SE......  0.058477 
T-stat.....  -7.2873 
p.val......  3.1619e-13 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.4261364


s: 24 

Estimate...  -0.46339 
AI SE......  0.08206 
T-stat.....  -5.647 
p.val......  1.6324e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  694 


Estimate...  -0.76582 
AI SE......  0.19206 
T-stat.....  -3.9874 
p.val......  6.679e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  635 


Estimate...  -0.38495 
AI SE......  0.066017 
T-stat.....  -5.8312 
p.val......  5.5041e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  723 


Estimate...  -0.44681 
AI SE......  0.10297 
T-stat.....  -4.3392 
p.val......  1.4303e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  30163 


Estimate...  -0.45568 
AI SE......  0.057091 
T-stat.....  -7.9817 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4556824


s: 25 

Estimate...  -0.3951 
AI SE......  0.086267 
T-stat.....  -4.58 
p.val......  4.6498e-06 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  671 


Estimate...  -0.64038 
AI SE......  0.1714 
T-stat.....  -3.7361 
p.val......  0.00018688 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  619 


Estimate...  -0.38712 
AI SE......  0.060236 
T-stat.....  -6.4268 
p.val......  1.3035e-10 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  697 


Estimate...  -0.32031 
AI SE......  0.13739 
T-stat.....  -2.3314 
p.val......  0.019734 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  13087 


Estimate...  -0.40683 
AI SE......  0.044303 
T-stat.....  -9.1828 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.4068277


s: 26 

Estimate...  -0.38646 
AI SE......  0.075432 
T-stat.....  -5.1232 
p.val......  3.0031e-07 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  680 


Estimate...  -0.40888 
AI SE......  0.11818 
T-stat.....  -3.4597 
p.val......  0.00054076 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  647 


Estimate...  -0.32657 
AI SE......  0.067779 
T-stat.....  -4.8182 
p.val......  1.4487e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  714 


Estimate...  -0.27127 
AI SE......  0.11209 
T-stat.....  -2.4201 
p.val......  0.015515 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  25332 


Estimate...  -0.41954 
AI SE......  0.061881 
T-stat.....  -6.7799 
p.val......  1.2028e-11 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4195438


s: 27 

Estimate...  -0.39421 
AI SE......  0.070027 
T-stat.....  -5.6294 
p.val......  1.8079e-08 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  711 


Estimate...  -0.60741 
AI SE......  0.13900 
T-stat.....  -4.3698 
p.val......  1.2438e-05 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  647 


Estimate...  -0.40926 
AI SE......  0.069266 
T-stat.....  -5.9085 
p.val......  3.4525e-09 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  714 


Estimate...  -0.4759 
AI SE......  0.13267 
T-stat.....  -3.5870 
p.val......  0.00033445 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  18854 


Estimate...  -0.42352 
AI SE......  0.056068 
T-stat.....  -7.5537 
p.val......  4.2411e-14 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  552 

           [,1]
[1,] -0.4235205


s: 28 

Estimate...  -0.33988 
AI SE......  0.061796 
T-stat.....  -5.5 
p.val......  3.7979e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  664 


Estimate...  -0.67788 
AI SE......  0.12211 
T-stat.....  -5.5515 
p.val......  2.8315e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  625 


Estimate...  -0.23671 
AI SE......  0.05922 
T-stat.....  -3.9972 
p.val......  6.4102e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  728 


Estimate...  -0.57842 
AI SE......  0.12385 
T-stat.....  -4.6704 
p.val......  3.0059e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  25124 


Estimate...  -0.36586 
AI SE......  0.05543 
T-stat.....  -6.6004 
p.val......  4.0994e-11 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3658591


s: 29 

Estimate...  -0.40929 
AI SE......  0.085254 
T-stat.....  -4.8009 
p.val......  1.5799e-06 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  666 


Estimate...  -0.5703 
AI SE......  0.17084 
T-stat.....  -3.3383 
p.val......  0.00084301 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  635 


Estimate...  -0.31712 
AI SE......  0.059462 
T-stat.....  -5.3331 
p.val......  9.6553e-08 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  729 


Estimate...  -0.60837 
AI SE......  0.13810 
T-stat.....  -4.4054 
p.val......  1.0561e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  22177 


Estimate...  -0.40495 
AI SE......  0.035264 
T-stat.....  -11.484 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.4049535


s: 30 

Estimate...  -0.46537 
AI SE......  0.080962 
T-stat.....  -5.7481 
p.val......  9.0266e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  641 


Estimate...  -0.38049 
AI SE......  0.15096 
T-stat.....  -2.5205 
p.val......  0.011718 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  611 


Estimate...  -0.28154 
AI SE......  0.069796 
T-stat.....  -4.0337 
p.val......  5.4903e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  677 


Estimate...  -0.45005 
AI SE......  0.19811 
T-stat.....  -2.2717 
p.val......  0.023103 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  18077 


Estimate...  -0.40014 
AI SE......  0.06629 
T-stat.....  -6.0362 
p.val......  1.5781e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4001387


s: 31 

Estimate...  -0.45908 
AI SE......  0.078762 
T-stat.....  -5.8287 
p.val......  5.5857e-09 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  686 


Estimate...  -0.48846 
AI SE......  0.11765 
T-stat.....  -4.1517 
p.val......  3.3008e-05 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  666 


Estimate...  -0.34505 
AI SE......  0.065144 
T-stat.....  -5.2968 
p.val......  1.1787e-07 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  728 


Estimate...  -0.48652 
AI SE......  0.16288 
T-stat.....  -2.987 
p.val......  0.0028175 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  16165 


Estimate...  -0.41768 
AI SE......  0.060974 
T-stat.....  -6.85 
p.val......  7.383e-12 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.4176767


s: 32 

Estimate...  -0.40914 
AI SE......  0.077748 
T-stat.....  -5.2624 
p.val......  1.4218e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  717 


Estimate...  -0.5388 
AI SE......  0.12969 
T-stat.....  -4.1545 
p.val......  3.2597e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  659 


Estimate...  -0.33030 
AI SE......  0.064518 
T-stat.....  -5.1196 
p.val......  3.0621e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  706 


Estimate...  -0.26007 
AI SE......  0.19514 
T-stat.....  -1.3327 
p.val......  0.18262 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  16093 


Estimate...  -0.40256 
AI SE......  0.043946 
T-stat.....  -9.1603 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4025580


s: 33 

Estimate...  -0.3571 
AI SE......  0.073536 
T-stat.....  -4.8561 
p.val......  1.1972e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  678 


Estimate...  -0.62509 
AI SE......  0.1485 
T-stat.....  -4.2094 
p.val......  2.561e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  631 


Estimate...  -0.38252 
AI SE......  0.062815 
T-stat.....  -6.0896 
p.val......  1.1320e-09 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  717 


Estimate...  -0.039892 
AI SE......  0.20702 
T-stat.....  -0.19269 
p.val......  0.8472 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  18870 


Estimate...  -0.38139 
AI SE......  0.056297 
T-stat.....  -6.7746 
p.val......  1.2479e-11 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.3813879


s: 34 

Estimate...  -0.45801 
AI SE......  0.082758 
T-stat.....  -5.5344 
p.val......  3.1236e-08 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  690 


Estimate...  -0.54847 
AI SE......  0.13453 
T-stat.....  -4.077 
p.val......  4.5619e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  645 


Estimate...  -0.40396 
AI SE......  0.064626 
T-stat.....  -6.2508 
p.val......  4.0833e-10 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  725 


Estimate...  -0.17514 
AI SE......  0.12628 
T-stat.....  -1.3870 
p.val......  0.16546 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  24181 


Estimate...  -0.39831 
AI SE......  0.041611 
T-stat.....  -9.5721 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3983066


s: 35 

Estimate...  -0.42558 
AI SE......  0.07467 
T-stat.....  -5.6995 
p.val......  1.2017e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  694 


Estimate...  -0.52923 
AI SE......  0.10685 
T-stat.....  -4.9532 
p.val......  7.3013e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  645 


Estimate...  -0.44116 
AI SE......  0.062958 
T-stat.....  -7.0072 
p.val......  2.4321e-12 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  687 


Estimate...  -0.63325 
AI SE......  0.13622 
T-stat.....  -4.6488 
p.val......  3.3394e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  23512 


Estimate...  -0.38663 
AI SE......  0.029737 
T-stat.....  -13.002 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3866289


s: 36 

Estimate...  -0.41883 
AI SE......  0.068861 
T-stat.....  -6.0823 
p.val......  1.1845e-09 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  700 


Estimate...  -0.40707 
AI SE......  0.12729 
T-stat.....  -3.198 
p.val......  0.0013837 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  636 


Estimate...  -0.30134 
AI SE......  0.062577 
T-stat.....  -4.8155 
p.val......  1.4683e-06 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  733 


Estimate...  -0.18644 
AI SE......  0.14385 
T-stat.....  -1.2960 
p.val......  0.19496 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  19098 


Estimate...  -0.39617 
AI SE......  0.060575 
T-stat.....  -6.5402 
p.val......  6.1445e-11 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3961700


s: 37 

Estimate...  -0.30941 
AI SE......  0.079881 
T-stat.....  -3.8734 
p.val......  0.00010731 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  732 


Estimate...  -0.18272 
AI SE......  0.18208 
T-stat.....  -1.0035 
p.val......  0.31561 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  662 


Estimate...  -0.34084 
AI SE......  0.071334 
T-stat.....  -4.7781 
p.val......  1.7697e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  739 


Estimate...  -0.20942 
AI SE......  0.12920 
T-stat.....  -1.6210 
p.val......  0.10503 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  21805 


Estimate...  -0.41461 
AI SE......  0.074027 
T-stat.....  -5.6009 
p.val......  2.1328e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4146132


s: 38 

Estimate...  -0.47241 
AI SE......  0.10258 
T-stat.....  -4.6051 
p.val......  4.1219e-06 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  692 


Estimate...  -0.30882 
AI SE......  0.18427 
T-stat.....  -1.6759 
p.val......  0.093761 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  653 


Estimate...  -0.36070 
AI SE......  0.06958 
T-stat.....  -5.184 
p.val......  2.1723e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  705 


Estimate...  -0.10378 
AI SE......  0.13913 
T-stat.....  -0.74593 
p.val......  0.45571 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  20601 


Estimate...  -0.35833 
AI SE......  0.057169 
T-stat.....  -6.268 
p.val......  3.6572e-10 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3583339


s: 39 

Estimate...  -0.3624 
AI SE......  0.068945 
T-stat.....  -5.2564 
p.val......  1.4691e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  684 


Estimate...  -0.39034 
AI SE......  0.1144 
T-stat.....  -3.4120 
p.val......  0.00064479 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  626 


Estimate...  -0.34865 
AI SE......  0.057397 
T-stat.....  -6.0745 
p.val......  1.2440e-09 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  730 


Estimate...  -0.41863 
AI SE......  0.16573 
T-stat.....  -2.5259 
p.val......  0.011539 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  22335 


Estimate...  -0.41908 
AI SE......  0.064699 
T-stat.....  -6.4774 
p.val......  9.3326e-11 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4190815


s: 40 

Estimate...  -0.31244 
AI SE......  0.071961 
T-stat.....  -4.3418 
p.val......  1.4134e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  686 


Estimate...  -0.31651 
AI SE......  0.14629 
T-stat.....  -2.1635 
p.val......  0.030500 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  650 


Estimate...  -0.35051 
AI SE......  0.062672 
T-stat.....  -5.5928 
p.val......  2.2347e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  741 


Estimate...  -0.31623 
AI SE......  0.13672 
T-stat.....  -2.3129 
p.val......  0.020727 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  19278 


Estimate...  -0.3702 
AI SE......  0.052132 
T-stat.....  -7.1012 
p.val......  1.2368e-12 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3701985


s: 41 

Estimate...  -0.39248 
AI SE......  0.06453 
T-stat.....  -6.082 
p.val......  1.1867e-09 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  652 


Estimate...  -0.44482 
AI SE......  0.15621 
T-stat.....  -2.8476 
p.val......  0.0044057 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  633 


Estimate...  -0.3494 
AI SE......  0.062325 
T-stat.....  -5.6061 
p.val......  2.0696e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  720 


Estimate...  -0.53656 
AI SE......  0.12292 
T-stat.....  -4.3651 
p.val......  1.2708e-05 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  22808 


Estimate...  -0.36947 
AI SE......  0.057219 
T-stat.....  -6.457 
p.val......  1.0675e-10 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3694663


s: 42 

Estimate...  -0.46295 
AI SE......  0.078569 
T-stat.....  -5.8923 
p.val......  3.8076e-09 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  682 


Estimate...  -0.50815 
AI SE......  0.11963 
T-stat.....  -4.2477 
p.val......  2.1595e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  667 


Estimate...  -0.36737 
AI SE......  0.065104 
T-stat.....  -5.6428 
p.val......  1.6732e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  751 


Estimate...  -0.29311 
AI SE......  0.12348 
T-stat.....  -2.3738 
p.val......  0.017606 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  22453 


Estimate...  -0.40743 
AI SE......  0.03821 
T-stat.....  -10.663 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.4074345


s: 43 

Estimate...  -0.37095 
AI SE......  0.074561 
T-stat.....  -4.9751 
p.val......  6.5217e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  650 


Estimate...  -0.47071 
AI SE......  0.14519 
T-stat.....  -3.2421 
p.val......  0.0011865 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  630 


Estimate...  -0.42025 
AI SE......  0.0677 
T-stat.....  -6.2076 
p.val......  5.3797e-10 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  683 


Estimate...  -0.21885 
AI SE......  0.13982 
T-stat.....  -1.5652 
p.val......  0.11753 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  17214 


Estimate...  -0.38677 
AI SE......  0.062126 
T-stat.....  -6.2256 
p.val......  4.7968e-10 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.3867736


s: 44 

Estimate...  -0.43408 
AI SE......  0.071126 
T-stat.....  -6.1029 
p.val......  1.0415e-09 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  663 


Estimate...  -0.63151 
AI SE......  0.13072 
T-stat.....  -4.8309 
p.val......  1.3591e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  637 


Estimate...  -0.38337 
AI SE......  0.062233 
T-stat.....  -6.1602 
p.val......  7.266e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  736 


Estimate...  -0.40414 
AI SE......  0.15179 
T-stat.....  -2.6625 
p.val......  0.0077568 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  16486 


Estimate...  -0.42095 
AI SE......  0.027574 
T-stat.....  -15.266 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4209485


s: 45 

Estimate...  -0.38333 
AI SE......  0.074627 
T-stat.....  -5.1366 
p.val......  2.7977e-07 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  684 


Estimate...  -0.33727 
AI SE......  0.12849 
T-stat.....  -2.6249 
p.val......  0.0086687 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  631 


Estimate...  -0.36263 
AI SE......  0.072613 
T-stat.....  -4.994 
p.val......  5.9149e-07 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  726 


Estimate...  -0.12971 
AI SE......  0.14204 
T-stat.....  -0.91322 
p.val......  0.36113 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  19097 


Estimate...  -0.38109 
AI SE......  0.038258 
T-stat.....  -9.9612 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3810914


s: 46 

Estimate...  -0.39179 
AI SE......  0.0791 
T-stat.....  -4.9531 
p.val......  7.3046e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  699 


Estimate...  -0.675 
AI SE......  0.15375 
T-stat.....  -4.3902 
p.val......  1.1325e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  646 


Estimate...  -0.3941 
AI SE......  0.069235 
T-stat.....  -5.6922 
p.val......  1.2539e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  729 


Estimate...  -0.77467 
AI SE......  0.12459 
T-stat.....  -6.2178 
p.val......  5.0409e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  22768 


Estimate...  -0.39461 
AI SE......  0.060905 
T-stat.....  -6.479 
p.val......  9.233e-11 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3946067


s: 47 

Estimate...  -0.56186 
AI SE......  0.078906 
T-stat.....  -7.1206 
p.val......  1.0743e-12 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  675 


Estimate...  -0.55679 
AI SE......  0.11828 
T-stat.....  -4.7072 
p.val......  2.5114e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  618 


Estimate...  -0.26062 
AI SE......  0.069682 
T-stat.....  -3.7402 
p.val......  0.00018389 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  696 


Estimate...  -0.41102 
AI SE......  0.15218 
T-stat.....  -2.7009 
p.val......  0.0069158 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  19957 


Estimate...  -0.38795 
AI SE......  0.037293 
T-stat.....  -10.403 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3879456


s: 48 

Estimate...  -0.42877 
AI SE......  0.075998 
T-stat.....  -5.6419 
p.val......  1.6818e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  702 


Estimate...  -0.42247 
AI SE......  0.14748 
T-stat.....  -2.8646 
p.val......  0.0041759 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  685 


Estimate...  -0.5121 
AI SE......  0.067422 
T-stat.....  -7.5955 
p.val......  3.0642e-14 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  731 


Estimate...  -0.52147 
AI SE......  0.13914 
T-stat.....  -3.748 
p.val......  0.00017828 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  19444 


Estimate...  -0.41493 
AI SE......  0.046741 
T-stat.....  -8.877 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4149272


s: 49 

Estimate...  -0.53493 
AI SE......  0.082456 
T-stat.....  -6.4875 
p.val......  8.7276e-11 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  674 


Estimate...  -0.40150 
AI SE......  0.17464 
T-stat.....  -2.299 
p.val......  0.021504 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  589 


Estimate...  -0.37358 
AI SE......  0.067878 
T-stat.....  -5.5037 
p.val......  3.7187e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  706 


Estimate...  -0.20583 
AI SE......  0.19685 
T-stat.....  -1.0456 
p.val......  0.29573 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  18021 


Estimate...  -0.42066 
AI SE......  0.063941 
T-stat.....  -6.579 
p.val......  4.7377e-11 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4206646


s: 50 

Estimate...  -0.42132 
AI SE......  0.073466 
T-stat.....  -5.735 
p.val......  9.7528e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  664 


Estimate...  -0.35369 
AI SE......  0.14417 
T-stat.....  -2.4533 
p.val......  0.014154 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  651 


Estimate...  -0.40952 
AI SE......  0.065241 
T-stat.....  -6.277 
p.val......  3.452e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  689 


Estimate...  -0.44324 
AI SE......  0.15595 
T-stat.....  -2.8422 
p.val......  0.0044803 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  20077 


Estimate...  -0.41411 
AI SE......  0.039601 
T-stat.....  -10.457 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4141088


s: 51 

Estimate...  -0.35915 
AI SE......  0.080424 
T-stat.....  -4.4657 
p.val......  7.98e-06 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  667 


Estimate...  -0.53363 
AI SE......  0.14763 
T-stat.....  -3.6147 
p.val......  0.00030069 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  635 


Estimate...  -0.41171 
AI SE......  0.067598 
T-stat.....  -6.0906 
p.val......  1.1252e-09 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  719 


Estimate...  -0.25234 
AI SE......  0.12659 
T-stat.....  -1.9934 
p.val......  0.046216 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  21899 


Estimate...  -0.42912 
AI SE......  0.056871 
T-stat.....  -7.5455 
p.val......  4.5075e-14 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4291221


s: 52 

Estimate...  -0.34975 
AI SE......  0.096259 
T-stat.....  -3.6334 
p.val......  0.00027973 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  651 


Estimate...  -0.33731 
AI SE......  0.17486 
T-stat.....  -1.9290 
p.val......  0.053734 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  598 


Estimate...  -0.37008 
AI SE......  0.063986 
T-stat.....  -5.7838 
p.val......  7.3032e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  687 


Estimate...  -0.62825 
AI SE......  0.12337 
T-stat.....  -5.0925 
p.val......  3.5329e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  23584 


Estimate...  -0.37739 
AI SE......  0.059575 
T-stat.....  -6.3346 
p.val......  2.3795e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3773863


s: 53 

Estimate...  -0.42198 
AI SE......  0.078152 
T-stat.....  -5.3995 
p.val......  6.6815e-08 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  676 


Estimate...  -0.45386 
AI SE......  0.14544 
T-stat.....  -3.1206 
p.val......  0.0018047 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  647 


Estimate...  -0.32314 
AI SE......  0.066227 
T-stat.....  -4.8793 
p.val......  1.0647e-06 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  759 


Estimate...  -0.18131 
AI SE......  0.14741 
T-stat.....  -1.23 
p.val......  0.2187 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  14295 


Estimate...  -0.38015 
AI SE......  0.058851 
T-stat.....  -6.4594 
p.val......  1.0510e-10 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.3801468


s: 54 

Estimate...  -0.38104 
AI SE......  0.081808 
T-stat.....  -4.6578 
p.val......  3.1960e-06 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  707 


Estimate...  -0.37066 
AI SE......  0.15551 
T-stat.....  -2.3835 
p.val......  0.017148 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  649 


Estimate...  -0.34641 
AI SE......  0.068586 
T-stat.....  -5.0507 
p.val......  4.4009e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  716 


Estimate...  -0.3828 
AI SE......  0.12342 
T-stat.....  -3.1017 
p.val......  0.0019239 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  24252 


Estimate...  -0.35482 
AI SE......  0.05483 
T-stat.....  -6.4713 
p.val......  9.7137e-11 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3548237


s: 55 

Estimate...  -0.3749 
AI SE......  0.06397 
T-stat.....  -5.8605 
p.val......  4.6149e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  664 


Estimate...  -0.45937 
AI SE......  0.12065 
T-stat.....  -3.8075 
p.val......  0.00014037 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  639 


Estimate...  -0.37791 
AI SE......  0.064365 
T-stat.....  -5.8714 
p.val......  4.3221e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  720 


Estimate...  -0.40337 
AI SE......  0.11179 
T-stat.....  -3.6083 
p.val......  0.00030826 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  19414 


Estimate...  -0.41785 
AI SE......  0.056473 
T-stat.....  -7.3992 
p.val......  1.3700e-13 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4178540


s: 56 

Estimate...  -0.38143 
AI SE......  0.0751 
T-stat.....  -5.0789 
p.val......  3.7957e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  678 


Estimate...  -0.65405 
AI SE......  0.13479 
T-stat.....  -4.8524 
p.val......  1.2196e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  637 


Estimate...  -0.27216 
AI SE......  0.065826 
T-stat.....  -4.1345 
p.val......  3.5569e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  745 


Estimate...  -0.30757 
AI SE......  0.13071 
T-stat.....  -2.3531 
p.val......  0.018618 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  25621 


Estimate...  -0.38572 
AI SE......  0.077933 
T-stat.....  -4.9494 
p.val......  7.4455e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3857207


s: 57 

Estimate...  -0.39244 
AI SE......  0.077022 
T-stat.....  -5.0952 
p.val......  3.4845e-07 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  722 


Estimate...  -0.24845 
AI SE......  0.14456 
T-stat.....  -1.7187 
p.val......  0.08567 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  654 


Estimate...  -0.26459 
AI SE......  0.066185 
T-stat.....  -3.9978 
p.val......  6.394e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  731 


Estimate...  -0.40782 
AI SE......  0.11590 
T-stat.....  -3.5187 
p.val......  0.00043374 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  20921 


Estimate...  -0.39168 
AI SE......  0.05206 
T-stat.....  -7.5237 
p.val......  5.3291e-14 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3916794


s: 58 

Estimate...  -0.44887 
AI SE......  0.070116 
T-stat.....  -6.4018 
p.val......  1.5354e-10 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  694 


Estimate...  -0.65004 
AI SE......  0.12721 
T-stat.....  -5.11 
p.val......  3.2213e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  646 


Estimate...  -0.34623 
AI SE......  0.065972 
T-stat.....  -5.2481 
p.val......  1.5371e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  748 


Estimate...  -0.24760 
AI SE......  0.22706 
T-stat.....  -1.0905 
p.val......  0.27551 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  15051 


Estimate...  -0.43185 
AI SE......  0.068411 
T-stat.....  -6.3125 
p.val......  2.7452e-10 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4318487


s: 59 

Estimate...  -0.30922 
AI SE......  0.077043 
T-stat.....  -4.0136 
p.val......  5.9804e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  680 


Estimate...  -0.50268 
AI SE......  0.12690 
T-stat.....  -3.9613 
p.val......  7.4542e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  613 


Estimate...  -0.32762 
AI SE......  0.061659 
T-stat.....  -5.3135 
p.val......  1.0755e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  709 


Estimate...  -0.49211 
AI SE......  0.11305 
T-stat.....  -4.3531 
p.val......  1.3420e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  25092 


Estimate...  -0.38963 
AI SE......  0.053422 
T-stat.....  -7.2934 
p.val......  3.022e-13 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3896282


s: 60 

Estimate...  -0.47055 
AI SE......  0.06774 
T-stat.....  -6.9465 
p.val......  3.7457e-12 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  711 


Estimate...  -0.47426 
AI SE......  0.12841 
T-stat.....  -3.6932 
p.val......  0.00022147 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  638 


Estimate...  -0.37596 
AI SE......  0.061213 
T-stat.....  -6.1418 
p.val......  8.1588e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  696 


Estimate...  -0.43251 
AI SE......  0.13303 
T-stat.....  -3.2513 
p.val......  0.0011489 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  22028 


Estimate...  -0.37672 
AI SE......  0.038628 
T-stat.....  -9.7523 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3767156


s: 61 

Estimate...  -0.36353 
AI SE......  0.067623 
T-stat.....  -5.3758 
p.val......  7.6245e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  682 


Estimate...  -0.6267 
AI SE......  0.13278 
T-stat.....  -4.7198 
p.val......  2.3604e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  654 


Estimate...  -0.35233 
AI SE......  0.060512 
T-stat.....  -5.8224 
p.val......  5.8022e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  750 


Estimate...  -0.17501 
AI SE......  0.12362 
T-stat.....  -1.4157 
p.val......  0.15687 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  21325 


Estimate...  -0.37396 
AI SE......  0.0606 
T-stat.....  -6.1709 
p.val......  6.7896e-10 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3739559


s: 62 

Estimate...  -0.44981 
AI SE......  0.078807 
T-stat.....  -5.7077 
p.val......  1.1449e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  678 


Estimate...  -0.46956 
AI SE......  0.18283 
T-stat.....  -2.5684 
p.val......  0.010218 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  645 


Estimate...  -0.31546 
AI SE......  0.064705 
T-stat.....  -4.8754 
p.val......  1.0858e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  723 


Estimate...  -0.31183 
AI SE......  0.16070 
T-stat.....  -1.9405 
p.val......  0.052323 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  21671 


Estimate...  -0.37699 
AI SE......  0.028014 
T-stat.....  -13.457 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3769915


s: 63 

Estimate...  -0.45262 
AI SE......  0.069201 
T-stat.....  -6.5407 
p.val......  6.1219e-11 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  718 


Estimate...  -0.39389 
AI SE......  0.13496 
T-stat.....  -2.9186 
p.val......  0.0035157 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  634 


Estimate...  -0.39801 
AI SE......  0.065737 
T-stat.....  -6.0546 
p.val......  1.4075e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  726 


Estimate...  -1.0174 
AI SE......  0.15261 
T-stat.....  -6.6666 
p.val......  2.6186e-11 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  21755 


Estimate...  -0.42899 
AI SE......  0.033468 
T-stat.....  -12.818 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.4289913


s: 64 

Estimate...  -0.42682 
AI SE......  0.074163 
T-stat.....  -5.7552 
p.val......  8.6541e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  673 


Estimate...  -0.45515 
AI SE......  0.11174 
T-stat.....  -4.0733 
p.val......  4.6343e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  619 


Estimate...  -0.30367 
AI SE......  0.066696 
T-stat.....  -4.5531 
p.val......  5.2866e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  653 


Estimate...  -0.44968 
AI SE......  0.13886 
T-stat.....  -3.2383 
p.val......  0.0012026 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  20834 


Estimate...  -0.38234 
AI SE......  0.053548 
T-stat.....  -7.14 
p.val......  9.3325e-13 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3823355


s: 65 

Estimate...  -0.4337 
AI SE......  0.085006 
T-stat.....  -5.102 
p.val......  3.36e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  642 


Estimate...  -0.49064 
AI SE......  0.18107 
T-stat.....  -2.7097 
p.val......  0.0067352 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  589 


Estimate...  -0.40889 
AI SE......  0.074584 
T-stat.....  -5.4823 
p.val......  4.1990e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  662 


Estimate...  -0.26373 
AI SE......  0.16487 
T-stat.....  -1.5996 
p.val......  0.10969 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  17547 


Estimate...  -0.40856 
AI SE......  0.053582 
T-stat.....  -7.625 
p.val......  2.4425e-14 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4085635


s: 66 

Estimate...  -0.51034 
AI SE......  0.080715 
T-stat.....  -6.3228 
p.val......  2.5692e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  676 


Estimate...  -0.48793 
AI SE......  0.16504 
T-stat.....  -2.9565 
p.val......  0.0031118 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  630 


Estimate...  -0.39504 
AI SE......  0.076288 
T-stat.....  -5.1783 
p.val......  2.2387e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  718 


Estimate...  -0.51575 
AI SE......  0.15033 
T-stat.....  -3.4307 
p.val......  0.00060193 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  17328 


Estimate...  -0.42307 
AI SE......  0.063096 
T-stat.....  -6.7052 
p.val......  2.0114e-11 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4230691


s: 67 

Estimate...  -0.4934 
AI SE......  0.064728 
T-stat.....  -7.6227 
p.val......  2.4869e-14 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  687 


Estimate...  -0.51033 
AI SE......  0.10960 
T-stat.....  -4.6564 
p.val......  3.218e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  652 


Estimate...  -0.35989 
AI SE......  0.059364 
T-stat.....  -6.0625 
p.val......  1.3403e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  730 


Estimate...  -0.60546 
AI SE......  0.14661 
T-stat.....  -4.1297 
p.val......  3.633e-05 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  19497 


Estimate...  -0.41514 
AI SE......  0.055302 
T-stat.....  -7.5068 
p.val......  6.0618e-14 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4151398


s: 68 

Estimate...  -0.48265 
AI SE......  0.068906 
T-stat.....  -7.0044 
p.val......  2.4798e-12 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  683 


Estimate...  -0.56631 
AI SE......  0.12488 
T-stat.....  -4.5349 
p.val......  5.7634e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  623 


Estimate...  -0.32259 
AI SE......  0.06703 
T-stat.....  -4.8126 
p.val......  1.4901e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  687 


Estimate...  -0.50852 
AI SE......  0.17280 
T-stat.....  -2.9428 
p.val......  0.0032526 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  19018 


Estimate...  -0.36318 
AI SE......  0.059972 
T-stat.....  -6.0559 
p.val......  1.3964e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3631828


s: 69 

Estimate...  -0.39963 
AI SE......  0.086246 
T-stat.....  -4.6337 
p.val......  3.5922e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  666 


Estimate...  -0.59035 
AI SE......  0.17255 
T-stat.....  -3.4213 
p.val......  0.00062333 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  630 


Estimate...  -0.41807 
AI SE......  0.069889 
T-stat.....  -5.9819 
p.val......  2.2055e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  688 


Estimate...  -0.23078 
AI SE......  0.15617 
T-stat.....  -1.4777 
p.val......  0.13948 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  21241 


Estimate...  -0.37694 
AI SE......  0.029589 
T-stat.....  -12.739 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3769396


s: 70 

Estimate...  -0.31418 
AI SE......  0.079126 
T-stat.....  -3.9706 
p.val......  7.1699e-05 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  683 


Estimate...  -0.38802 
AI SE......  0.12205 
T-stat.....  -3.1793 
p.val......  0.0014763 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  622 


Estimate...  -0.35428 
AI SE......  0.061701 
T-stat.....  -5.7419 
p.val......  9.3618e-09 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  689 


Estimate...  -0.35368 
AI SE......  0.10915 
T-stat.....  -3.2404 
p.val......  0.0011935 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  22395 


Estimate...  -0.37974 
AI SE......  0.031404 
T-stat.....  -12.092 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.3797379


s: 71 

Estimate...  -0.38785 
AI SE......  0.071811 
T-stat.....  -5.401 
p.val......  6.6282e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  688 


Estimate...  -0.55266 
AI SE......  0.12228 
T-stat.....  -4.5196 
p.val......  6.1952e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  628 


Estimate...  -0.38514 
AI SE......  0.065005 
T-stat.....  -5.9248 
p.val......  3.1273e-09 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  721 


Estimate...  -0.39928 
AI SE......  0.1275 
T-stat.....  -3.1316 
p.val......  0.0017386 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  25736 


Estimate...  -0.41101 
AI SE......  0.04362 
T-stat.....  -9.4224 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4110076


s: 72 

Estimate...  -0.27131 
AI SE......  0.0732 
T-stat.....  -3.7064 
p.val......  0.00021023 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  731 


Estimate...  -0.45309 
AI SE......  0.10779 
T-stat.....  -4.2032 
p.val......  2.6312e-05 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  629 


Estimate...  -0.34451 
AI SE......  0.064987 
T-stat.....  -5.3012 
p.val......  1.1507e-07 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  726 


Estimate...  -0.43895 
AI SE......  0.13911 
T-stat.....  -3.1553 
p.val......  0.0016031 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  20808 


Estimate...  -0.36122 
AI SE......  0.052535 
T-stat.....  -6.8757 
p.val......  6.1704e-12 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.3612154


s: 73 

Estimate...  -0.48827 
AI SE......  0.072961 
T-stat.....  -6.6922 
p.val......  2.1986e-11 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  717 


Estimate...  -0.38453 
AI SE......  0.12003 
T-stat.....  -3.2037 
p.val......  0.0013567 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  638 


Estimate...  -0.38963 
AI SE......  0.071836 
T-stat.....  -5.4239 
p.val......  5.8317e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  723 


Estimate...  -0.29351 
AI SE......  0.12893 
T-stat.....  -2.2764 
p.val......  0.022822 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  22177 


Estimate...  -0.38843 
AI SE......  0.06957 
T-stat.....  -5.5833 
p.val......  2.3602e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3884301


s: 74 

Estimate...  -0.41917 
AI SE......  0.067046 
T-stat.....  -6.2519 
p.val......  4.0554e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  694 


Estimate...  -0.43397 
AI SE......  0.098843 
T-stat.....  -4.3905 
p.val......  1.1310e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  619 


Estimate...  -0.34373 
AI SE......  0.063521 
T-stat.....  -5.4113 
p.val......  6.2576e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  668 


Estimate...  -0.42587 
AI SE......  0.13926 
T-stat.....  -3.058 
p.val......  0.0022281 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  22572 


Estimate...  -0.37354 
AI SE......  0.058513 
T-stat.....  -6.3838 
p.val......  1.7269e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3735398


s: 75 

Estimate...  -0.34928 
AI SE......  0.070511 
T-stat.....  -4.9535 
p.val......  7.2875e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  673 


Estimate...  -0.2775 
AI SE......  0.17292 
T-stat.....  -1.6048 
p.val......  0.10855 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  607 


Estimate...  -0.27878 
AI SE......  0.068827 
T-stat.....  -4.0504 
p.val......  5.1133e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  734 


Estimate...  -0.22879 
AI SE......  0.15819 
T-stat.....  -1.4463 
p.val......  0.14810 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  18866 


Estimate...  -0.39038 
AI SE......  0.059487 
T-stat.....  -6.5624 
p.val......  5.2936e-11 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3903776


s: 76 

Estimate...  -0.40066 
AI SE......  0.096538 
T-stat.....  -4.1503 
p.val......  3.32e-05 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  693 


Estimate...  -0.44438 
AI SE......  0.19053 
T-stat.....  -2.3324 
p.val......  0.019680 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  690 


Estimate...  -0.29479 
AI SE......  0.07294 
T-stat.....  -4.0415 
p.val......  5.3113e-05 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  739 


Estimate...  -0.63618 
AI SE......  0.12127 
T-stat.....  -5.2461 
p.val......  1.5535e-07 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  22465 


Estimate...  -0.37794 
AI SE......  0.06134 
T-stat.....  -6.1615 
p.val......  7.2065e-10 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.3779447


s: 77 

Estimate...  -0.35695 
AI SE......  0.068719 
T-stat.....  -5.1943 
p.val......  2.0552e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  691 


Estimate...  -0.39249 
AI SE......  0.12874 
T-stat.....  -3.0488 
p.val......  0.0022973 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  633 


Estimate...  -0.29574 
AI SE......  0.061079 
T-stat.....  -4.842 
p.val......  1.2856e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  716 


Estimate...  -0.37338 
AI SE......  0.12769 
T-stat.....  -2.924 
p.val......  0.0034556 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  23471 


Estimate...  -0.37718 
AI SE......  0.031396 
T-stat.....  -12.013 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3771767


s: 78 

Estimate...  -0.41527 
AI SE......  0.076497 
T-stat.....  -5.4285 
p.val......  5.683e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  693 


Estimate...  -0.39187 
AI SE......  0.12355 
T-stat.....  -3.1717 
p.val......  0.0015156 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  635 


Estimate...  -0.34801 
AI SE......  0.068028 
T-stat.....  -5.1157 
p.val......  3.1254e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  726 


Estimate...  -0.65176 
AI SE......  0.17732 
T-stat.....  -3.6755 
p.val......  0.00023737 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  17797 


Estimate...  -0.3952 
AI SE......  0.055303 
T-stat.....  -7.146 
p.val......  8.9329e-13 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

        [,1]
[1,] -0.3952


s: 79 

Estimate...  -0.45545 
AI SE......  0.076486 
T-stat.....  -5.9547 
p.val......  2.6049e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  685 


Estimate...  -0.46885 
AI SE......  0.13715 
T-stat.....  -3.4185 
p.val......  0.00062963 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  657 


Estimate...  -0.36577 
AI SE......  0.065856 
T-stat.....  -5.554 
p.val......  2.7913e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  723 


Estimate...  -0.70351 
AI SE......  0.14871 
T-stat.....  -4.7306 
p.val......  2.2381e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  22231 


Estimate...  -0.4068 
AI SE......  0.045955 
T-stat.....  -8.8522 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4068003


s: 80 

Estimate...  -0.44771 
AI SE......  0.073904 
T-stat.....  -6.0579 
p.val......  1.3790e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  650 


Estimate...  -0.57645 
AI SE......  0.13772 
T-stat.....  -4.1858 
p.val......  2.8421e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  624 


Estimate...  -0.28232 
AI SE......  0.068413 
T-stat.....  -4.1267 
p.val......  3.6798e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  676 


Estimate...  -0.36571 
AI SE......  0.14736 
T-stat.....  -2.4817 
p.val......  0.013076 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  20057 


Estimate...  -0.37601 
AI SE......  0.04967 
T-stat.....  -7.5702 
p.val......  3.7303e-14 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3760128


s: 81 

Estimate...  -0.45898 
AI SE......  0.063899 
T-stat.....  -7.1828 
p.val......  6.8279e-13 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  671 


Estimate...  -0.53669 
AI SE......  0.12529 
T-stat.....  -4.2835 
p.val......  1.8398e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  610 


Estimate...  -0.29879 
AI SE......  0.061859 
T-stat.....  -4.8302 
p.val......  1.3639e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  706 


Estimate...  -0.29444 
AI SE......  0.16498 
T-stat.....  -1.7846 
p.val......  0.074319 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  22152 


Estimate...  -0.40989 
AI SE......  0.05189 
T-stat.....  -7.8991 
p.val......  2.8866e-15 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

          [,1]
[1,] -0.409888


s: 82 

Estimate...  -0.37268 
AI SE......  0.078327 
T-stat.....  -4.758 
p.val......  1.9548e-06 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  696 


Estimate...  -0.49702 
AI SE......  0.13809 
T-stat.....  -3.5994 
p.val......  0.000319 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  630 


Estimate...  -0.40394 
AI SE......  0.074558 
T-stat.....  -5.4178 
p.val......  6.0337e-08 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  703 


Estimate...  -0.30242 
AI SE......  0.14872 
T-stat.....  -2.0336 
p.val......  0.041997 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  23744 


Estimate...  -0.40985 
AI SE......  0.040320 
T-stat.....  -10.165 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

          [,1]
[1,] -0.409851


s: 83 

Estimate...  -0.38862 
AI SE......  0.079123 
T-stat.....  -4.9116 
p.val......  9.0334e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  683 


Estimate...  -0.32304 
AI SE......  0.14092 
T-stat.....  -2.2924 
p.val......  0.021885 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  632 


Estimate...  -0.35267 
AI SE......  0.065254 
T-stat.....  -5.4045 
p.val......  6.4986e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  682 


Estimate...  -0.28063 
AI SE......  0.13806 
T-stat.....  -2.0327 
p.val......  0.042082 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  23045 


Estimate...  -0.36036 
AI SE......  0.065825 
T-stat.....  -5.4746 
p.val......  4.3844e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3603644


s: 84 

Estimate...  -0.4091 
AI SE......  0.078381 
T-stat.....  -5.2194 
p.val......  1.7952e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  691 


Estimate...  -0.36813 
AI SE......  0.13968 
T-stat.....  -2.6354 
p.val......  0.008403 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  644 


Estimate...  -0.43733 
AI SE......  0.067113 
T-stat.....  -6.5163 
p.val......  7.2074e-11 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  702 


Estimate...  -0.13471 
AI SE......  0.13940 
T-stat.....  -0.96635 
p.val......  0.33387 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  18056 


Estimate...  -0.42035 
AI SE......  0.072447 
T-stat.....  -5.8022 
p.val......  6.5452e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4203544


s: 85 

Estimate...  -0.35121 
AI SE......  0.075641 
T-stat.....  -4.6431 
p.val......  3.4321e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  695 


Estimate...  -0.50207 
AI SE......  0.16606 
T-stat.....  -3.0234 
p.val......  0.0024999 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  645 


Estimate...  -0.40336 
AI SE......  0.06882 
T-stat.....  -5.861 
p.val......  4.5995e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  702 


Estimate...  -0.47533 
AI SE......  0.181 
T-stat.....  -2.6261 
p.val......  0.0086368 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  14756 


Estimate...  -0.37151 
AI SE......  0.070379 
T-stat.....  -5.2787 
p.val......  1.3012e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3715068


s: 86 

Estimate...  -0.47965 
AI SE......  0.078003 
T-stat.....  -6.1492 
p.val......  7.7895e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  663 


Estimate...  -0.45089 
AI SE......  0.13809 
T-stat.....  -3.2653 
p.val......  0.0010936 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  622 


Estimate...  -0.31302 
AI SE......  0.064216 
T-stat.....  -4.8745 
p.val......  1.0908e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  718 


Estimate...  -0.63241 
AI SE......  0.12567 
T-stat.....  -5.0324 
p.val......  4.8447e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  20041 


Estimate...  -0.40605 
AI SE......  0.038951 
T-stat.....  -10.424 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4060456


s: 87 

Estimate...  -0.39509 
AI SE......  0.083239 
T-stat.....  -4.7464 
p.val......  2.0705e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  699 


Estimate...  -0.2494 
AI SE......  0.12471 
T-stat.....  -1.9999 
p.val......  0.045515 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  641 


Estimate...  -0.27299 
AI SE......  0.067945 
T-stat.....  -4.0179 
p.val......  5.872e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  724 


Estimate...  -0.21087 
AI SE......  0.11718 
T-stat.....  -1.7995 
p.val......  0.071933 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  24689 


Estimate...  -0.31982 
AI SE......  0.072402 
T-stat.....  -4.4173 
p.val......  9.996e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.3198198


s: 88 

Estimate...  -0.34814 
AI SE......  0.069373 
T-stat.....  -5.0183 
p.val......  5.2132e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  668 


Estimate...  -0.59592 
AI SE......  0.12786 
T-stat.....  -4.6607 
p.val......  3.1515e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  663 


Estimate...  -0.39992 
AI SE......  0.065176 
T-stat.....  -6.136 
p.val......  8.4648e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  741 


Estimate...  -0.52029 
AI SE......  0.12984 
T-stat.....  -4.0071 
p.val......  6.1467e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  22409 


Estimate...  -0.41069 
AI SE......  0.049153 
T-stat.....  -8.3553 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4106902


s: 89 

Estimate...  -0.46738 
AI SE......  0.066464 
T-stat.....  -7.0321 
p.val......  2.0342e-12 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  687 


Estimate...  -0.59571 
AI SE......  0.10954 
T-stat.....  -5.4384 
p.val......  5.3755e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  660 


Estimate...  -0.30966 
AI SE......  0.06845 
T-stat.....  -4.5239 
p.val......  6.0712e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  739 


Estimate...  -0.42779 
AI SE......  0.14498 
T-stat.....  -2.9507 
p.val......  0.0031701 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  18532 


Estimate...  -0.4214 
AI SE......  0.050688 
T-stat.....  -8.3136 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

          [,1]
[1,] -0.421396


s: 90 

Estimate...  -0.4026 
AI SE......  0.07366 
T-stat.....  -5.4656 
p.val......  4.6128e-08 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  654 


Estimate...  -0.45531 
AI SE......  0.13085 
T-stat.....  -3.4798 
p.val......  0.00050181 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  615 


Estimate...  -0.34950 
AI SE......  0.078275 
T-stat.....  -4.4651 
p.val......  8.0046e-06 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  687 


Estimate...  -0.4262 
AI SE......  0.17335 
T-stat.....  -2.4587 
p.val......  0.013946 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  16521 


Estimate...  -0.41836 
AI SE......  0.05513 
T-stat.....  -7.5887 
p.val......  3.2419e-14 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

         [,1]
[1,] -0.41836


s: 91 

Estimate...  -0.38173 
AI SE......  0.065348 
T-stat.....  -5.8416 
p.val......  5.1713e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  726 


Estimate...  -0.44764 
AI SE......  0.12216 
T-stat.....  -3.6643 
p.val......  0.00024803 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  664 


Estimate...  -0.42361 
AI SE......  0.070587 
T-stat.....  -6.0013 
p.val......  1.9575e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  734 


Estimate...  -0.41215 
AI SE......  0.17423 
T-stat.....  -2.3656 
p.val......  0.018002 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  17613 


Estimate...  -0.39494 
AI SE......  0.061013 
T-stat.....  -6.473 
p.val......  9.6075e-11 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

          [,1]
[1,] -0.394935


s: 92 

Estimate...  -0.42892 
AI SE......  0.074069 
T-stat.....  -5.7908 
p.val......  7.0044e-09 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  669 


Estimate...  -0.66953 
AI SE......  0.11187 
T-stat.....  -5.985 
p.val......  2.1633e-09 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  611 


Estimate...  -0.44805 
AI SE......  0.073888 
T-stat.....  -6.0639 
p.val......  1.3285e-09 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  682 


Estimate...  -0.67454 
AI SE......  0.15894 
T-stat.....  -4.2441 
p.val......  2.1952e-05 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  19677 


Estimate...  -0.37797 
AI SE......  0.061769 
T-stat.....  -6.119 
p.val......  9.4144e-10 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3779684


s: 93 

Estimate...  -0.40762 
AI SE......  0.076256 
T-stat.....  -5.3454 
p.val......  9.0224e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  686 


Estimate...  -0.58855 
AI SE......  0.12239 
T-stat.....  -4.809 
p.val......  1.5170e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  650 


Estimate...  -0.28647 
AI SE......  0.064844 
T-stat.....  -4.4179 
p.val......  9.9683e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  754 


Estimate...  -0.64509 
AI SE......  0.16598 
T-stat.....  -3.8866 
p.val......  0.00010167 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  16859 


Estimate...  -0.41786 
AI SE......  0.057455 
T-stat.....  -7.273 
p.val......  3.5172e-13 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4178642


s: 94 

Estimate...  -0.30198 
AI SE......  0.07297 
T-stat.....  -4.1383 
p.val......  3.4985e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  748 


Estimate...  -0.63177 
AI SE......  0.14610 
T-stat.....  -4.3243 
p.val......  1.53e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  663 


Estimate...  -0.43103 
AI SE......  0.069307 
T-stat.....  -6.2191 
p.val......  4.9992e-10 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  700 


Estimate...  -0.46264 
AI SE......  0.21054 
T-stat.....  -2.1974 
p.val......  0.027993 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  15060 


Estimate...  -0.35098 
AI SE......  0.046651 
T-stat.....  -7.5235 
p.val......  5.3291e-14 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3509786


s: 95 

Estimate...  -0.46651 
AI SE......  0.07227 
T-stat.....  -6.4551 
p.val......  1.0813e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  668 


Estimate...  -0.57748 
AI SE......  0.15310 
T-stat.....  -3.7718 
p.val......  0.00016207 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  625 


Estimate...  -0.39419 
AI SE......  0.066956 
T-stat.....  -5.8873 
p.val......  3.9259e-09 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  724 


Estimate...  -0.43096 
AI SE......  0.11724 
T-stat.....  -3.6757 
p.val......  0.00023717 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  25090 


Estimate...  -0.43305 
AI SE......  0.051113 
T-stat.....  -8.4724 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4330511


s: 96 

Estimate...  -0.491 
AI SE......  0.072433 
T-stat.....  -6.7787 
p.val......  1.2129e-11 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  698 


Estimate...  -0.46197 
AI SE......  0.14465 
T-stat.....  -3.1936 
p.val......  0.0014052 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  681 


Estimate...  -0.35046 
AI SE......  0.064209 
T-stat.....  -5.4581 
p.val......  4.8112e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  708 


Estimate...  -0.37158 
AI SE......  0.13234 
T-stat.....  -2.8078 
p.val......  0.0049884 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  20608 


Estimate...  -0.38096 
AI SE......  0.052083 
T-stat.....  -7.3145 
p.val......  2.5846e-13 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3809623


s: 97 

Estimate...  -0.46548 
AI SE......  0.077558 
T-stat.....  -6.0017 
p.val......  1.9524e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  719 


Estimate...  -0.60769 
AI SE......  0.13003 
T-stat.....  -4.6733 
p.val......  2.9638e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  671 


Estimate...  -0.38104 
AI SE......  0.058493 
T-stat.....  -6.5142 
p.val......  7.3065e-11 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  782 


Estimate...  -0.7373 
AI SE......  0.14203 
T-stat.....  -5.1913 
p.val......  2.0880e-07 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  21910 


Estimate...  -0.36878 
AI SE......  0.040385 
T-stat.....  -9.1315 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3687805


s: 98 

Estimate...  -0.37536 
AI SE......  0.078118 
T-stat.....  -4.805 
p.val......  1.5476e-06 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  683 


Estimate...  -0.70666 
AI SE......  0.16040 
T-stat.....  -4.4057 
p.val......  1.0542e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  667 


Estimate...  -0.38839 
AI SE......  0.067341 
T-stat.....  -5.7675 
p.val......  8.0448e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  725 


Estimate...  -0.641 
AI SE......  0.11801 
T-stat.....  -5.4316 
p.val......  5.5854e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  22161 


Estimate...  -0.39675 
AI SE......  0.075283 
T-stat.....  -5.2701 
p.val......  1.3635e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3967493


s: 99 

Estimate...  -0.35725 
AI SE......  0.068106 
T-stat.....  -5.2455 
p.val......  1.5584e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  672 


Estimate...  -0.39529 
AI SE......  0.13334 
T-stat.....  -2.9646 
p.val......  0.0030311 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  647 


Estimate...  -0.35996 
AI SE......  0.065239 
T-stat.....  -5.5176 
p.val......  3.4362e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  650 


Estimate...  -0.4724 
AI SE......  0.13919 
T-stat.....  -3.3939 
p.val......  0.00068908 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  16321 


Estimate...  -0.39372 
AI SE......  0.057345 
T-stat.....  -6.8658 
p.val......  6.6127e-12 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3937192


s: 100 

Estimate...  -0.38665 
AI SE......  0.067178 
T-stat.....  -5.7557 
p.val......  8.6301e-09 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  667 


Estimate...  -0.36781 
AI SE......  0.11984 
T-stat.....  -3.0693 
p.val......  0.0021457 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  652 


Estimate...  -0.27522 
AI SE......  0.069572 
T-stat.....  -3.9559 
p.val......  7.6233e-05 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  713 


Estimate...  -0.39162 
AI SE......  0.1384 
T-stat.....  -2.8296 
p.val......  0.0046603 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  20233 


Estimate...  -0.41327 
AI SE......  0.056039 
T-stat.....  -7.3748 
p.val......  1.6454e-13 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.4132726


s: 101 

Estimate...  -0.40572 
AI SE......  0.069154 
T-stat.....  -5.8669 
p.val......  4.4412e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  679 


Estimate...  -0.67792 
AI SE......  0.12255 
T-stat.....  -5.5318 
p.val......  3.1704e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  611 


Estimate...  -0.32410 
AI SE......  0.066208 
T-stat.....  -4.8951 
p.val......  9.825e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  753 


Estimate...  -0.55615 
AI SE......  0.12108 
T-stat.....  -4.5934 
p.val......  4.3618e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  22570 


Estimate...  -0.37398 
AI SE......  0.061569 
T-stat.....  -6.0743 
p.val......  1.2457e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3739828


s: 102 

Estimate...  -0.38893 
AI SE......  0.077064 
T-stat.....  -5.0468 
p.val......  4.4939e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  712 


Estimate...  -0.51041 
AI SE......  0.18073 
T-stat.....  -2.8241 
p.val......  0.0047414 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  647 


Estimate...  -0.36718 
AI SE......  0.071031 
T-stat.....  -5.1693 
p.val......  2.3497e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  698 


Estimate...  -0.39407 
AI SE......  0.14887 
T-stat.....  -2.6471 
p.val......  0.0081183 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  19062 


Estimate...  -0.3562 
AI SE......  0.056114 
T-stat.....  -6.3479 
p.val......  2.1831e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.3562027


s: 103 

Estimate...  -0.45065 
AI SE......  0.077147 
T-stat.....  -5.8414 
p.val......  5.1757e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  709 


Estimate...  -0.5728 
AI SE......  0.12546 
T-stat.....  -4.5656 
p.val......  4.9807e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  657 


Estimate...  -0.31011 
AI SE......  0.069174 
T-stat.....  -4.483 
p.val......  7.3592e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  694 


Estimate...  -0.24683 
AI SE......  0.15078 
T-stat.....  -1.6371 
p.val......  0.10162 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  20657 


Estimate...  -0.34880 
AI SE......  0.068628 
T-stat.....  -5.0826 
p.val......  3.7239e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3488050


s: 104 

Estimate...  -0.29709 
AI SE......  0.076172 
T-stat.....  -3.9003 
p.val......  9.6091e-05 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  713 


Estimate...  -0.46456 
AI SE......  0.1518 
T-stat.....  -3.0604 
p.val......  0.0022106 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  648 


Estimate...  -0.34045 
AI SE......  0.067928 
T-stat.....  -5.0119 
p.val......  5.3894e-07 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  727 


Estimate...  -0.30549 
AI SE......  0.12525 
T-stat.....  -2.4391 
p.val......  0.014725 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  19174 


Estimate...  -0.37574 
AI SE......  0.062844 
T-stat.....  -5.9789 
p.val......  2.246e-09 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.3757393


s: 105 

Estimate...  -0.34495 
AI SE......  0.069553 
T-stat.....  -4.9596 
p.val......  7.0637e-07 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  712 


Estimate...  -0.4561 
AI SE......  0.13029 
T-stat.....  -3.5006 
p.val......  0.0004642 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  645 


Estimate...  -0.37142 
AI SE......  0.061863 
T-stat.....  -6.0039 
p.val......  1.9267e-09 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  752 


Estimate...  -0.12301 
AI SE......  0.12262 
T-stat.....  -1.0032 
p.val......  0.31576 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  20972 


Estimate...  -0.39979 
AI SE......  0.056743 
T-stat.....  -7.0456 
p.val......  1.8467e-12 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.3997853


s: 106 

Estimate...  -0.33519 
AI SE......  0.06942 
T-stat.....  -4.8285 
p.val......  1.3758e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  694 


Estimate...  -0.49469 
AI SE......  0.10249 
T-stat.....  -4.8267 
p.val......  1.3885e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  615 


Estimate...  -0.37085 
AI SE......  0.058675 
T-stat.....  -6.3203 
p.val......  2.6107e-10 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  700 


Estimate...  -0.32828 
AI SE......  0.13057 
T-stat.....  -2.5143 
p.val......  0.011926 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  20900 


Estimate...  -0.40389 
AI SE......  0.061107 
T-stat.....  -6.6095 
p.val......  3.8553e-11 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

          [,1]
[1,] -0.403892


s: 107 

Estimate...  -0.40012 
AI SE......  0.082445 
T-stat.....  -4.8532 
p.val......  1.2149e-06 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  701 


Estimate...  -0.6477 
AI SE......  0.14151 
T-stat.....  -4.5769 
p.val......  4.7181e-06 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  641 


Estimate...  -0.36153 
AI SE......  0.079044 
T-stat.....  -4.5737 
p.val......  4.7911e-06 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  723 


Estimate...  -0.49173 
AI SE......  0.12318 
T-stat.....  -3.9919 
p.val......  6.5553e-05 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  25812 


Estimate...  -0.38751 
AI SE......  0.064636 
T-stat.....  -5.9952 
p.val......  2.0323e-09 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.3875057


s: 108 

Estimate...  -0.38659 
AI SE......  0.061906 
T-stat.....  -6.2447 
p.val......  4.2464e-10 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  720 


Estimate...  -0.6317 
AI SE......  0.1393 
T-stat.....  -4.5348 
p.val......  5.7659e-06 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  632 


Estimate...  -0.34907 
AI SE......  0.061635 
T-stat.....  -5.6635 
p.val......  1.4832e-08 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  726 


Estimate...  -0.50457 
AI SE......  0.12629 
T-stat.....  -3.9953 
p.val......  6.462e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  20531 


Estimate...  -0.39025 
AI SE......  0.055157 
T-stat.....  -7.0751 
p.val......  1.4930e-12 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3902463


s: 109 

Estimate...  -0.38786 
AI SE......  0.090107 
T-stat.....  -4.3044 
p.val......  1.6741e-05 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  692 


Estimate...  -0.32143 
AI SE......  0.19427 
T-stat.....  -1.6546 
p.val......  0.098013 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  638 


Estimate...  -0.37815 
AI SE......  0.066042 
T-stat.....  -5.7258 
p.val......  1.0292e-08 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  711 


Estimate...  -0.29561 
AI SE......  0.15405 
T-stat.....  -1.9189 
p.val......  0.054995 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  23199 


Estimate...  -0.40048 
AI SE......  0.062702 
T-stat.....  -6.3871 
p.val......  1.6909e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

          [,1]
[1,] -0.400483


s: 110 

Estimate...  -0.38758 
AI SE......  0.072789 
T-stat.....  -5.3247 
p.val......  1.0111e-07 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  696 


Estimate...  -0.33614 
AI SE......  0.14812 
T-stat.....  -2.2693 
p.val......  0.023249 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  660 


Estimate...  -0.31304 
AI SE......  0.059191 
T-stat.....  -5.2885 
p.val......  1.2329e-07 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  738 


Estimate...  -0.31908 
AI SE......  0.12999 
T-stat.....  -2.4546 
p.val......  0.014103 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  17018 


Estimate...  -0.37076 
AI SE......  0.055689 
T-stat.....  -6.6578 
p.val......  2.7800e-11 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.3707623


s: 111 

Estimate...  -0.46577 
AI SE......  0.06888 
T-stat.....  -6.762 
p.val......  1.3605e-11 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  692 


Estimate...  -0.48156 
AI SE......  0.10778 
T-stat.....  -4.4678 
p.val......  7.902e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  626 


Estimate...  -0.31348 
AI SE......  0.061678 
T-stat.....  -5.0826 
p.val......  3.7235e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  708 


Estimate...  -0.32357 
AI SE......  0.14823 
T-stat.....  -2.1829 
p.val......  0.029045 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  19212 


Estimate...  -0.3984 
AI SE......  0.049344 
T-stat.....  -8.0738 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3983968


s: 112 

Estimate...  -0.38726 
AI SE......  0.079536 
T-stat.....  -4.869 
p.val......  1.1215e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  705 


Estimate...  -0.6981 
AI SE......  0.11115 
T-stat.....  -6.281 
p.val......  3.365e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  653 


Estimate...  -0.35572 
AI SE......  0.065703 
T-stat.....  -5.414 
p.val......  6.1627e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  718 


Estimate...  -0.51665 
AI SE......  0.11742 
T-stat.....  -4.4002 
p.val......  1.0817e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  23739 


Estimate...  -0.41239 
AI SE......  0.061114 
T-stat.....  -6.7478 
p.val......  1.5007e-11 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4123872


s: 113 

Estimate...  -0.35268 
AI SE......  0.073155 
T-stat.....  -4.821 
p.val......  1.4286e-06 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  748 


Estimate...  -0.2715 
AI SE......  0.18457 
T-stat.....  -1.4710 
p.val......  0.14130 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  669 


Estimate...  -0.36237 
AI SE......  0.064261 
T-stat.....  -5.639 
p.val......  1.7103e-08 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  754 


Estimate...  -0.47269 
AI SE......  0.13895 
T-stat.....  -3.4019 
p.val......  0.00066914 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  18050 


Estimate...  -0.34907 
AI SE......  0.047905 
T-stat.....  -7.2868 
p.val......  3.1752e-13 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  545 

           [,1]
[1,] -0.3490701


s: 114 

Estimate...  -0.3724 
AI SE......  0.074336 
T-stat.....  -5.0096 
p.val......  5.4531e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  690 


Estimate...  -0.35807 
AI SE......  0.15154 
T-stat.....  -2.3629 
p.val......  0.018135 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  618 


Estimate...  -0.38298 
AI SE......  0.067094 
T-stat.....  -5.708 
p.val......  1.1429e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  729 


Estimate...  -0.51251 
AI SE......  0.12903 
T-stat.....  -3.9719 
p.val......  7.129e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  20502 


Estimate...  -0.41188 
AI SE......  0.04852 
T-stat.....  -8.489 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4118842


s: 115 

Estimate...  -0.48298 
AI SE......  0.072451 
T-stat.....  -6.6663 
p.val......  2.6227e-11 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  713 


Estimate...  -0.65361 
AI SE......  0.12773 
T-stat.....  -5.1169 
p.val......  3.1056e-07 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  669 


Estimate...  -0.37064 
AI SE......  0.061016 
T-stat.....  -6.0746 
p.val......  1.2433e-09 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  749 


Estimate...  -0.29361 
AI SE......  0.15746 
T-stat.....  -1.8647 
p.val......  0.062219 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  16063 


Estimate...  -0.37087 
AI SE......  0.027082 
T-stat.....  -13.694 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  534 

           [,1]
[1,] -0.3708684


s: 116 

Estimate...  -0.36138 
AI SE......  0.076723 
T-stat.....  -4.7101 
p.val......  2.4758e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  668 


Estimate...  -0.38291 
AI SE......  0.13662 
T-stat.....  -2.8028 
p.val......  0.0050661 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  615 


Estimate...  -0.40553 
AI SE......  0.068452 
T-stat.....  -5.9242 
p.val......  3.1375e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  677 


Estimate...  -0.55896 
AI SE......  0.11882 
T-stat.....  -4.7041 
p.val......  2.5496e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  42674 


Estimate...  -0.36305 
AI SE......  0.023362 
T-stat.....  -15.541 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3630528


s: 117 

Estimate...  -0.47147 
AI SE......  0.074329 
T-stat.....  -6.343 
p.val......  2.2530e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  677 


Estimate...  -0.487 
AI SE......  0.11094 
T-stat.....  -4.3898 
p.val......  1.1344e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  641 


Estimate...  -0.39118 
AI SE......  0.063607 
T-stat.....  -6.15 
p.val......  7.7481e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  751 


Estimate...  -0.19406 
AI SE......  0.20787 
T-stat.....  -0.93353 
p.val......  0.35055 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  16509 


Estimate...  -0.38346 
AI SE......  0.027228 
T-stat.....  -14.084 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3834636


s: 118 

Estimate...  -0.3413 
AI SE......  0.080003 
T-stat.....  -4.2661 
p.val......  1.989e-05 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  664 


Estimate...  -0.47039 
AI SE......  0.11928 
T-stat.....  -3.9435 
p.val......  8.0316e-05 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  632 


Estimate...  -0.38298 
AI SE......  0.06819 
T-stat.....  -5.6164 
p.val......  1.9497e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  708 


Estimate...  -0.36374 
AI SE......  0.14044 
T-stat.....  -2.5901 
p.val......  0.0095961 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  22475 


Estimate...  -0.37533 
AI SE......  0.052906 
T-stat.....  -7.0943 
p.val......  1.2998e-12 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3753319


s: 119 

Estimate...  -0.42851 
AI SE......  0.073421 
T-stat.....  -5.8363 
p.val......  5.3367e-09 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  689 


Estimate...  -0.33515 
AI SE......  0.14667 
T-stat.....  -2.2851 
p.val......  0.022310 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  616 


Estimate...  -0.3466 
AI SE......  0.063973 
T-stat.....  -5.4179 
p.val......  6.0296e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  750 


Estimate...  -0.53418 
AI SE......  0.12683 
T-stat.....  -4.2119 
p.val......  2.5319e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  23682 


Estimate...  -0.36497 
AI SE......  0.046763 
T-stat.....  -7.8045 
p.val......  5.9952e-15 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3649663


s: 120 

Estimate...  -0.41422 
AI SE......  0.072107 
T-stat.....  -5.7445 
p.val......  9.219e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  681 


Estimate...  -0.74574 
AI SE......  0.15973 
T-stat.....  -4.6686 
p.val......  3.0321e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  617 


Estimate...  -0.35929 
AI SE......  0.061793 
T-stat.....  -5.8145 
p.val......  6.0827e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  708 


Estimate...  -0.32255 
AI SE......  0.18848 
T-stat.....  -1.7113 
p.val......  0.087021 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  17915 


Estimate...  -0.4133 
AI SE......  0.064816 
T-stat.....  -6.3765 
p.val......  1.8115e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4132984


s: 121 

Estimate...  -0.35081 
AI SE......  0.082291 
T-stat.....  -4.2631 
p.val......  2.0165e-05 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  722 


Estimate...  -0.66764 
AI SE......  0.14869 
T-stat.....  -4.49 
p.val......  7.1227e-06 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  647 


Estimate...  -0.41633 
AI SE......  0.069701 
T-stat.....  -5.973 
p.val......  2.3290e-09 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  743 


Estimate...  -0.44299 
AI SE......  0.14283 
T-stat.....  -3.1016 
p.val......  0.0019248 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  14379 


Estimate...  -0.44898 
AI SE......  0.069173 
T-stat.....  -6.4907 
p.val......  8.5466e-11 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.4489773


s: 122 

Estimate...  -0.40384 
AI SE......  0.070409 
T-stat.....  -5.7356 
p.val......  9.7152e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  662 


Estimate...  -0.71255 
AI SE......  0.18175 
T-stat.....  -3.9206 
p.val......  8.833e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  657 


Estimate...  -0.34237 
AI SE......  0.063325 
T-stat.....  -5.4066 
p.val......  6.4238e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  755 


Estimate...  -0.62813 
AI SE......  0.14689 
T-stat.....  -4.2762 
p.val......  1.9008e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  17224 


Estimate...  -0.38435 
AI SE......  0.05278 
T-stat.....  -7.2821 
p.val......  3.2863e-13 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3843526


s: 123 

Estimate...  -0.42316 
AI SE......  0.08435 
T-stat.....  -5.0167 
p.val......  5.2564e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  690 


Estimate...  -0.58123 
AI SE......  0.14225 
T-stat.....  -4.0861 
p.val......  4.3876e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  645 


Estimate...  -0.49508 
AI SE......  0.07525 
T-stat.....  -6.5791 
p.val......  4.7323e-11 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  725 


Estimate...  -0.39670 
AI SE......  0.15647 
T-stat.....  -2.5353 
p.val......  0.011234 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  19866 


Estimate...  -0.35108 
AI SE......  0.059277 
T-stat.....  -5.9227 
p.val......  3.1670e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3510814


s: 124 

Estimate...  -0.42669 
AI SE......  0.082863 
T-stat.....  -5.1493 
p.val......  2.6143e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  685 


Estimate...  -0.53522 
AI SE......  0.12878 
T-stat.....  -4.156 
p.val......  3.2384e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  625 


Estimate...  -0.34986 
AI SE......  0.067723 
T-stat.....  -5.166 
p.val......  2.3915e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  712 


Estimate...  -0.48104 
AI SE......  0.13528 
T-stat.....  -3.5559 
p.val......  0.00037676 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  17779 


Estimate...  -0.40897 
AI SE......  0.063528 
T-stat.....  -6.4377 
p.val......  1.2129e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4089731


s: 125 

Estimate...  -0.4022 
AI SE......  0.063632 
T-stat.....  -6.3208 
p.val......  2.6026e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  700 


Estimate...  -0.51925 
AI SE......  0.13093 
T-stat.....  -3.9659 
p.val......  7.3125e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  625 


Estimate...  -0.40942 
AI SE......  0.064253 
T-stat.....  -6.3719 
p.val......  1.8666e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  719 


Estimate...  -0.15974 
AI SE......  0.12716 
T-stat.....  -1.2563 
p.val......  0.20902 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  19758 


Estimate...  -0.36335 
AI SE......  0.058764 
T-stat.....  -6.1832 
p.val......  6.2816e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

          [,1]
[1,] -0.363349


s: 126 

Estimate...  -0.44381 
AI SE......  0.071637 
T-stat.....  -6.1953 
p.val......  5.818e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  703 


Estimate...  -0.81155 
AI SE......  0.15746 
T-stat.....  -5.1541 
p.val......  2.5482e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  664 


Estimate...  -0.44636 
AI SE......  0.059554 
T-stat.....  -7.495 
p.val......  6.6169e-14 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  714 


Estimate...  -0.20682 
AI SE......  0.17987 
T-stat.....  -1.1498 
p.val......  0.25022 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  18319 


Estimate...  -0.40733 
AI SE......  0.062226 
T-stat.....  -6.546 
p.val......  5.9104e-11 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.4073328


s: 127 

Estimate...  -0.31142 
AI SE......  0.072922 
T-stat.....  -4.2706 
p.val......  1.9494e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  685 


Estimate...  -0.37957 
AI SE......  0.11063 
T-stat.....  -3.4309 
p.val......  0.00060169 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  610 


Estimate...  -0.29413 
AI SE......  0.066205 
T-stat.....  -4.4427 
p.val......  8.8841e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  714 


Estimate...  -0.43588 
AI SE......  0.14595 
T-stat.....  -2.9865 
p.val......  0.0028221 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  16905 


Estimate...  -0.34035 
AI SE......  0.028015 
T-stat.....  -12.149 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3403497


s: 128 

Estimate...  -0.42024 
AI SE......  0.070212 
T-stat.....  -5.9852 
p.val......  2.1609e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  690 


Estimate...  -0.71983 
AI SE......  0.11205 
T-stat.....  -6.4241 
p.val......  1.3262e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  629 


Estimate...  -0.34383 
AI SE......  0.066987 
T-stat.....  -5.1328 
p.val......  2.8546e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  735 


Estimate...  -0.55334 
AI SE......  0.13105 
T-stat.....  -4.2224 
p.val......  2.4173e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  20619 


Estimate...  -0.37786 
AI SE......  0.038982 
T-stat.....  -9.6932 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3778614


s: 129 

Estimate...  -0.40222 
AI SE......  0.08739 
T-stat.....  -4.6026 
p.val......  4.1722e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  731 


Estimate...  -0.31924 
AI SE......  0.19514 
T-stat.....  -1.6360 
p.val......  0.10185 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  643 


Estimate...  -0.47865 
AI SE......  0.067092 
T-stat.....  -7.1343 
p.val......  9.7256e-13 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  759 


Estimate...  -0.34115 
AI SE......  0.15431 
T-stat.....  -2.2109 
p.val......  0.027044 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  20203 


Estimate...  -0.36458 
AI SE......  0.038475 
T-stat.....  -9.4758 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3645794


s: 130 

Estimate...  -0.45496 
AI SE......  0.097336 
T-stat.....  -4.6741 
p.val......  2.9522e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  712 


Estimate...  -0.7072 
AI SE......  0.18887 
T-stat.....  -3.7444 
p.val......  0.00018085 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  637 


Estimate...  -0.3028 
AI SE......  0.070498 
T-stat.....  -4.2951 
p.val......  1.7459e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  725 


Estimate...  -0.31101 
AI SE......  0.13176 
T-stat.....  -2.3604 
p.val......  0.018254 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  17735 


Estimate...  -0.42113 
AI SE......  0.060682 
T-stat.....  -6.94 
p.val......  3.9222e-12 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4211325


s: 131 

Estimate...  -0.36579 
AI SE......  0.074584 
T-stat.....  -4.9044 
p.val......  9.3695e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  683 


Estimate...  -0.54293 
AI SE......  0.1504 
T-stat.....  -3.6099 
p.val......  0.00030629 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  649 


Estimate...  -0.44783 
AI SE......  0.066984 
T-stat.....  -6.6857 
p.val......  2.2981e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  707 


Estimate...  -0.664 
AI SE......  0.13139 
T-stat.....  -5.0535 
p.val......  4.3376e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  22433 


Estimate...  -0.41149 
AI SE......  0.032425 
T-stat.....  -12.691 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4114911


s: 132 

Estimate...  -0.30513 
AI SE......  0.072864 
T-stat.....  -4.1877 
p.val......  2.8174e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  676 


Estimate...  -0.46949 
AI SE......  0.1302 
T-stat.....  -3.6059 
p.val......  0.00031105 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  633 


Estimate...  -0.34808 
AI SE......  0.062659 
T-stat.....  -5.5551 
p.val......  2.7741e-08 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  719 


Estimate...  -0.50391 
AI SE......  0.12694 
T-stat.....  -3.9697 
p.val......  7.1964e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  20139 


Estimate...  -0.37876 
AI SE......  0.032166 
T-stat.....  -11.775 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3787605


s: 133 

Estimate...  -0.24995 
AI SE......  0.09335 
T-stat.....  -2.6776 
p.val......  0.007416 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  685 


Estimate...  -0.31662 
AI SE......  0.13251 
T-stat.....  -2.3894 
p.val......  0.016874 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  654 


Estimate...  -0.29552 
AI SE......  0.060796 
T-stat.....  -4.8608 
p.val......  1.1693e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  705 


Estimate...  -0.3603 
AI SE......  0.1418 
T-stat.....  -2.5409 
p.val......  0.011057 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  19676 


Estimate...  -0.33924 
AI SE......  0.028132 
T-stat.....  -12.059 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3392412


s: 134 

Estimate...  -0.39573 
AI SE......  0.07551 
T-stat.....  -5.2409 
p.val......  1.5982e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  692 


Estimate...  -0.47882 
AI SE......  0.11558 
T-stat.....  -4.1427 
p.val......  3.432e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  596 


Estimate...  -0.37735 
AI SE......  0.065475 
T-stat.....  -5.7633 
p.val......  8.2473e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  723 


Estimate...  -0.38761 
AI SE......  0.14157 
T-stat.....  -2.7380 
p.val......  0.006182 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  15778 


Estimate...  -0.36278 
AI SE......  0.048909 
T-stat.....  -7.4174 
p.val......  1.1946e-13 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3627815


s: 135 

Estimate...  -0.28681 
AI SE......  0.06968 
T-stat.....  -4.1161 
p.val......  3.8529e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  685 


Estimate...  -0.26117 
AI SE......  0.12931 
T-stat.....  -2.0198 
p.val......  0.043407 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  634 


Estimate...  -0.33471 
AI SE......  0.06362 
T-stat.....  -5.2612 
p.val......  1.4314e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  712 


Estimate...  -0.44768 
AI SE......  0.14626 
T-stat.....  -3.0608 
p.val......  0.0022076 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  19097 


Estimate...  -0.34813 
AI SE......  0.034914 
T-stat.....  -9.971 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3481255


s: 136 

Estimate...  -0.4052 
AI SE......  0.064631 
T-stat.....  -6.2694 
p.val......  3.6241e-10 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  736 


Estimate...  -0.5494 
AI SE......  0.10919 
T-stat.....  -5.0316 
p.val......  4.8646e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  661 


Estimate...  -0.38947 
AI SE......  0.069617 
T-stat.....  -5.5946 
p.val......  2.2118e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  739 


Estimate...  -0.47006 
AI SE......  0.16589 
T-stat.....  -2.8335 
p.val......  0.0046039 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  14313 


Estimate...  -0.40015 
AI SE......  0.062298 
T-stat.....  -6.4231 
p.val......  1.3351e-10 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.4001472


s: 137 

Estimate...  -0.34429 
AI SE......  0.077337 
T-stat.....  -4.4518 
p.val......  8.5161e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  688 


Estimate...  -0.36685 
AI SE......  0.11076 
T-stat.....  -3.3122 
p.val......  0.00092564 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  606 


Estimate...  -0.31681 
AI SE......  0.067681 
T-stat.....  -4.6809 
p.val......  2.8566e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  681 


Estimate...  -0.71242 
AI SE......  0.15039 
T-stat.....  -4.7372 
p.val......  2.1666e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  23773 


Estimate...  -0.38966 
AI SE......  0.041561 
T-stat.....  -9.3755 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.3896601


s: 138 

Estimate...  -0.43836 
AI SE......  0.074279 
T-stat.....  -5.9016 
p.val......  3.6003e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  678 


Estimate...  -0.6076 
AI SE......  0.098441 
T-stat.....  -6.1722 
p.val......  6.7341e-10 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  652 


Estimate...  -0.36589 
AI SE......  0.061783 
T-stat.....  -5.9222 
p.val......  3.1761e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  711 


Estimate...  -0.27218 
AI SE......  0.15116 
T-stat.....  -1.8006 
p.val......  0.07177 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  19574 


Estimate...  -0.39773 
AI SE......  0.072812 
T-stat.....  -5.4624 
p.val......  4.6979e-08 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.3977255


s: 139 

Estimate...  -0.30207 
AI SE......  0.071145 
T-stat.....  -4.2458 
p.val......  2.1784e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  683 


Estimate...  -0.52039 
AI SE......  0.12207 
T-stat.....  -4.2631 
p.val......  2.0164e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  647 


Estimate...  -0.29835 
AI SE......  0.065419 
T-stat.....  -4.5606 
p.val......  5.1005e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  745 


Estimate...  -0.33992 
AI SE......  0.14728 
T-stat.....  -2.3079 
p.val......  0.021003 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  18503 


Estimate...  -0.39263 
AI SE......  0.06349 
T-stat.....  -6.1841 
p.val......  6.2439e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3926295


s: 140 

Estimate...  -0.41764 
AI SE......  0.074994 
T-stat.....  -5.5689 
p.val......  2.5633e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  720 


Estimate...  -0.52162 
AI SE......  0.14775 
T-stat.....  -3.5305 
p.val......  0.00041481 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  632 


Estimate...  -0.42238 
AI SE......  0.062052 
T-stat.....  -6.8069 
p.val......  9.9727e-12 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  697 


Estimate...  -0.53575 
AI SE......  0.18455 
T-stat.....  -2.9029 
p.val......  0.0036968 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  17871 


Estimate...  -0.38268 
AI SE......  0.053025 
T-stat.....  -7.2169 
p.val......  5.318e-13 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

          [,1]
[1,] -0.382679


s: 141 

Estimate...  -0.33289 
AI SE......  0.087807 
T-stat.....  -3.7911 
p.val......  0.00014997 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  717 


Estimate...  -0.41599 
AI SE......  0.11969 
T-stat.....  -3.4755 
p.val......  0.00050995 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  662 


Estimate...  -0.40044 
AI SE......  0.063175 
T-stat.....  -6.3386 
p.val......  2.3188e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  718 


Estimate...  -0.27252 
AI SE......  0.12595 
T-stat.....  -2.1637 
p.val......  0.030491 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  17846 


Estimate...  -0.36403 
AI SE......  0.059006 
T-stat.....  -6.1693 
p.val......  6.858e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

          [,1]
[1,] -0.364026


s: 142 

Estimate...  -0.42661 
AI SE......  0.071218 
T-stat.....  -5.9901 
p.val......  2.0966e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  638 


Estimate...  -0.43001 
AI SE......  0.12974 
T-stat.....  -3.3144 
p.val......  0.0009185 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  601 


Estimate...  -0.33425 
AI SE......  0.064285 
T-stat.....  -5.1995 
p.val......  1.9982e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  665 


Estimate...  -0.35542 
AI SE......  0.1298 
T-stat.....  -2.7382 
p.val......  0.0061776 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  24634 


Estimate...  -0.38683 
AI SE......  0.055684 
T-stat.....  -6.9469 
p.val......  3.7352e-12 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3868296


s: 143 

Estimate...  -0.54033 
AI SE......  0.080887 
T-stat.....  -6.68 
p.val......  2.3884e-11 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  669 


Estimate...  -0.5615 
AI SE......  0.15593 
T-stat.....  -3.6009 
p.val......  0.00031711 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  628 


Estimate...  -0.37561 
AI SE......  0.073663 
T-stat.....  -5.099 
p.val......  3.4136e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  703 


Estimate...  -0.39788 
AI SE......  0.13090 
T-stat.....  -3.0395 
p.val......  0.0023695 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  27840 


Estimate...  -0.38876 
AI SE......  0.044767 
T-stat.....  -8.684 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3887553


s: 144 

Estimate...  -0.51105 
AI SE......  0.074597 
T-stat.....  -6.8508 
p.val......  7.3412e-12 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  671 


Estimate...  -0.55841 
AI SE......  0.13485 
T-stat.....  -4.1408 
p.val......  3.4604e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  606 


Estimate...  -0.3243 
AI SE......  0.056751 
T-stat.....  -5.7145 
p.val......  1.1003e-08 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  691 


Estimate...  -0.52756 
AI SE......  0.14825 
T-stat.....  -3.5587 
p.val......  0.0003727 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  19060 


Estimate...  -0.44119 
AI SE......  0.044362 
T-stat.....  -9.9453 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4411885


s: 145 

Estimate...  -0.39931 
AI SE......  0.080142 
T-stat.....  -4.9826 
p.val......  6.2737e-07 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  694 


Estimate...  -0.60194 
AI SE......  0.13064 
T-stat.....  -4.6077 
p.val......  4.0716e-06 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  671 


Estimate...  -0.34981 
AI SE......  0.061777 
T-stat.....  -5.6625 
p.val......  1.4920e-08 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  770 


Estimate...  -0.5735 
AI SE......  0.095087 
T-stat.....  -6.0313 
p.val......  1.6262e-09 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  26706 


Estimate...  -0.37244 
AI SE......  0.045426 
T-stat.....  -8.1988 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.3724398


s: 146 

Estimate...  -0.46152 
AI SE......  0.074756 
T-stat.....  -6.1736 
p.val......  6.6731e-10 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  689 


Estimate...  -0.5925 
AI SE......  0.12386 
T-stat.....  -4.7837 
p.val......  1.7211e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  659 


Estimate...  -0.34668 
AI SE......  0.061613 
T-stat.....  -5.6268 
p.val......  1.8357e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  731 


Estimate...  -0.42708 
AI SE......  0.14116 
T-stat.....  -3.0255 
p.val......  0.0024819 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  16920 


Estimate...  -0.37768 
AI SE......  0.053554 
T-stat.....  -7.0523 
p.val......  1.7604e-12 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3776754


s: 147 

Estimate...  -0.37009 
AI SE......  0.08316 
T-stat.....  -4.4503 
p.val......  8.5744e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  706 


Estimate...  -0.49024 
AI SE......  0.14842 
T-stat.....  -3.303 
p.val......  0.00095662 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  660 


Estimate...  -0.39181 
AI SE......  0.065381 
T-stat.....  -5.9927 
p.val......  2.0639e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  720 


Estimate...  -0.46229 
AI SE......  0.11267 
T-stat.....  -4.1032 
p.val......  4.0741e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  22107 


Estimate...  -0.40727 
AI SE......  0.062483 
T-stat.....  -6.5181 
p.val......  7.1196e-11 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4072685


s: 148 

Estimate...  -0.43212 
AI SE......  0.065826 
T-stat.....  -6.5645 
p.val......  5.2204e-11 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  691 


Estimate...  -0.28661 
AI SE......  0.13502 
T-stat.....  -2.1227 
p.val......  0.03378 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  648 


Estimate...  -0.31037 
AI SE......  0.06395 
T-stat.....  -4.8532 
p.val......  1.2146e-06 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  708 


Estimate...  -0.43288 
AI SE......  0.15772 
T-stat.....  -2.7446 
p.val......  0.0060584 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  21373 


Estimate...  -0.38633 
AI SE......  0.026119 
T-stat.....  -14.791 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3863254


s: 149 

Estimate...  -0.43068 
AI SE......  0.082853 
T-stat.....  -5.1982 
p.val......  2.0128e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  696 


Estimate...  -0.44495 
AI SE......  0.16303 
T-stat.....  -2.7292 
p.val......  0.0063496 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  642 


Estimate...  -0.30783 
AI SE......  0.068594 
T-stat.....  -4.4877 
p.val......  7.1984e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  710 


Estimate...  -0.48172 
AI SE......  0.19544 
T-stat.....  -2.4648 
p.val......  0.013708 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  14768 


Estimate...  -0.35934 
AI SE......  0.036786 
T-stat.....  -9.7684 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3593423


s: 150 

Estimate...  -0.36025 
AI SE......  0.072248 
T-stat.....  -4.9864 
p.val......  6.1527e-07 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  721 


Estimate...  -0.4263 
AI SE......  0.14309 
T-stat.....  -2.9793 
p.val......  0.0028895 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  654 


Estimate...  -0.26706 
AI SE......  0.0722 
T-stat.....  -3.6989 
p.val......  0.00021654 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  742 


Estimate...  -0.31607 
AI SE......  0.14262 
T-stat.....  -2.2162 
p.val......  0.026677 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  19659 


Estimate...  -0.41727 
AI SE......  0.060899 
T-stat.....  -6.8518 
p.val......  7.2922e-12 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.4172663


s: 151 

Estimate...  -0.4021 
AI SE......  0.065548 
T-stat.....  -6.1344 
p.val......  8.5476e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  668 


Estimate...  -0.8163 
AI SE......  0.16737 
T-stat.....  -4.8771 
p.val......  1.0767e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  638 


Estimate...  -0.37886 
AI SE......  0.064565 
T-stat.....  -5.868 
p.val......  4.4118e-09 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  733 


Estimate...  -0.25528 
AI SE......  0.17835 
T-stat.....  -1.4313 
p.val......  0.15233 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  18617 


Estimate...  -0.42387 
AI SE......  0.05841 
T-stat.....  -7.2569 
p.val......  3.9613e-13 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4238703


s: 152 

Estimate...  -0.41279 
AI SE......  0.077885 
T-stat.....  -5.3001 
p.val......  1.1576e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  673 


Estimate...  -0.22686 
AI SE......  0.17199 
T-stat.....  -1.319 
p.val......  0.18717 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  635 


Estimate...  -0.39473 
AI SE......  0.069641 
T-stat.....  -5.668 
p.val......  1.4444e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  750 


Estimate...  -0.49133 
AI SE......  0.14034 
T-stat.....  -3.5009 
p.val......  0.00046372 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  20196 


Estimate...  -0.39539 
AI SE......  0.066631 
T-stat.....  -5.9341 
p.val......  2.9548e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3953928


s: 153 

Estimate...  -0.43234 
AI SE......  0.070103 
T-stat.....  -6.1673 
p.val......  6.9468e-10 

Original number of observations..............  1000 
Original number of treated obs...............  541 
Matched number of observations...............  541 
Matched number of observations  (unweighted).  689 


Estimate...  -0.61893 
AI SE......  0.13764 
T-stat.....  -4.4968 
p.val......  6.899e-06 

Original number of observations..............  1000 
Original number of treated obs...............  541 
Matched number of observations...............  541 
Matched number of observations  (unweighted).  658 


Estimate...  -0.25864 
AI SE......  0.063077 
T-stat.....  -4.1003 
p.val......  4.1255e-05 

Original number of observations..............  1000 
Original number of treated obs...............  541 
Matched number of observations...............  541 
Matched number of observations  (unweighted).  739 


Estimate...  -0.67403 
AI SE......  0.13837 
T-stat.....  -4.8711 
p.val......  1.1099e-06 

Original number of observations..............  1000 
Original number of treated obs...............  541 
Matched number of observations...............  541 
Matched number of observations  (unweighted).  17982 


Estimate...  -0.40942 
AI SE......  0.054244 
T-stat.....  -7.5476 
p.val......  4.4409e-14 

Original number of observations..............  1000 
Original number of treated obs...............  541 
Matched number of observations...............  541 
Matched number of observations  (unweighted).  541 

           [,1]
[1,] -0.4094172


s: 154 

Estimate...  -0.35683 
AI SE......  0.072693 
T-stat.....  -4.9087 
p.val......  9.1685e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  706 


Estimate...  -0.4915 
AI SE......  0.10573 
T-stat.....  -4.6487 
p.val......  3.3398e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  608 


Estimate...  -0.32849 
AI SE......  0.064027 
T-stat.....  -5.1305 
p.val......  2.889e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  691 


Estimate...  -0.34188 
AI SE......  0.11951 
T-stat.....  -2.8607 
p.val......  0.0042276 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  22206 


Estimate...  -0.38266 
AI SE......  0.05871 
T-stat.....  -6.5178 
p.val......  7.1357e-11 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3826586


s: 155 

Estimate...  -0.39911 
AI SE......  0.079499 
T-stat.....  -5.0203 
p.val......  5.1603e-07 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  698 


Estimate...  -0.55311 
AI SE......  0.10292 
T-stat.....  -5.3741 
p.val......  7.6956e-08 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  671 


Estimate...  -0.35925 
AI SE......  0.066365 
T-stat.....  -5.4132 
p.val......  6.1917e-08 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  713 


Estimate...  -0.51374 
AI SE......  0.18545 
T-stat.....  -2.7703 
p.val......  0.0056007 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  17607 


Estimate...  -0.38778 
AI SE......  0.057812 
T-stat.....  -6.7077 
p.val......  1.9775e-11 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.3877834


s: 156 

Estimate...  -0.39762 
AI SE......  0.083073 
T-stat.....  -4.7864 
p.val......  1.6982e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  687 


Estimate...  -0.70512 
AI SE......  0.12888 
T-stat.....  -5.4712 
p.val......  4.4694e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  623 


Estimate...  -0.42384 
AI SE......  0.066845 
T-stat.....  -6.3406 
p.val......  2.2884e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  705 


Estimate...  -0.42646 
AI SE......  0.13296 
T-stat.....  -3.2074 
p.val......  0.0013393 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  21358 


Estimate...  -0.4335 
AI SE......  0.074554 
T-stat.....  -5.8146 
p.val......  6.0774e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4335005


s: 157 

Estimate...  -0.46168 
AI SE......  0.07518 
T-stat.....  -6.141 
p.val......  8.199e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  705 


Estimate...  -0.52035 
AI SE......  0.12576 
T-stat.....  -4.1377 
p.val......  3.5081e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  642 


Estimate...  -0.30757 
AI SE......  0.067553 
T-stat.....  -4.5529 
p.val......  5.2907e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  716 


Estimate...  -0.46971 
AI SE......  0.12755 
T-stat.....  -3.6827 
p.val......  0.0002308 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  17818 


Estimate...  -0.42772 
AI SE......  0.070077 
T-stat.....  -6.1036 
p.val......  1.0370e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4277241


s: 158 

Estimate...  -0.3252 
AI SE......  0.082533 
T-stat.....  -3.9402 
p.val......  8.1404e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  686 


Estimate...  -0.5447 
AI SE......  0.13013 
T-stat.....  -4.1859 
p.val......  2.8410e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  672 


Estimate...  -0.42654 
AI SE......  0.065448 
T-stat.....  -6.5172 
p.val......  7.1617e-11 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  747 


Estimate...  -0.49906 
AI SE......  0.12256 
T-stat.....  -4.0718 
p.val......  4.6648e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  24689 


Estimate...  -0.39936 
AI SE......  0.042694 
T-stat.....  -9.3541 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.3993647


s: 159 

Estimate...  -0.30916 
AI SE......  0.092471 
T-stat.....  -3.3433 
p.val......  0.00082779 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  659 


Estimate...  -0.65348 
AI SE......  0.17656 
T-stat.....  -3.7011 
p.val......  0.00021465 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  636 


Estimate...  -0.39613 
AI SE......  0.071185 
T-stat.....  -5.5648 
p.val......  2.6248e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  708 


Estimate...  -0.42232 
AI SE......  0.13971 
T-stat.....  -3.0228 
p.val......  0.0025046 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  22215 


Estimate...  -0.37368 
AI SE......  0.072814 
T-stat.....  -5.132 
p.val......  2.8674e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3736788


s: 160 

Estimate...  -0.29668 
AI SE......  0.076297 
T-stat.....  -3.8885 
p.val......  0.00010087 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  674 


Estimate...  -0.52322 
AI SE......  0.11553 
T-stat.....  -4.529 
p.val......  5.9254e-06 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  643 


Estimate...  -0.34732 
AI SE......  0.064796 
T-stat.....  -5.3601 
p.val......  8.3174e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  750 


Estimate...  -0.33954 
AI SE......  0.13570 
T-stat.....  -2.5021 
p.val......  0.012346 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  21177 


Estimate...  -0.42332 
AI SE......  0.054413 
T-stat.....  -7.7798 
p.val......  7.3275e-15 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

          [,1]
[1,] -0.423324


s: 161 

Estimate...  -0.42022 
AI SE......  0.078692 
T-stat.....  -5.3401 
p.val......  9.2907e-08 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  685 


Estimate...  -0.20614 
AI SE......  0.16331 
T-stat.....  -1.2623 
p.val......  0.20685 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  640 


Estimate...  -0.36386 
AI SE......  0.064037 
T-stat.....  -5.682 
p.val......  1.3311e-08 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  736 


Estimate...  -0.5549 
AI SE......  0.1269 
T-stat.....  -4.3727 
p.val......  1.2274e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  23138 


Estimate...  -0.41225 
AI SE......  0.045327 
T-stat.....  -9.095 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.4122497


s: 162 

Estimate...  -0.44525 
AI SE......  0.079947 
T-stat.....  -5.5693 
p.val......  2.5572e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  688 


Estimate...  -0.36564 
AI SE......  0.11885 
T-stat.....  -3.0765 
p.val......  0.0020945 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  630 


Estimate...  -0.31519 
AI SE......  0.062156 
T-stat.....  -5.071 
p.val......  3.957e-07 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  718 


Estimate...  -0.60354 
AI SE......  0.14809 
T-stat.....  -4.0754 
p.val......  4.5927e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  15487 


Estimate...  -0.37863 
AI SE......  0.056765 
T-stat.....  -6.6701 
p.val......  2.5560e-11 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.3786298


s: 163 

Estimate...  -0.44244 
AI SE......  0.074639 
T-stat.....  -5.9277 
p.val......  3.0729e-09 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  689 


Estimate...  -0.66615 
AI SE......  0.15988 
T-stat.....  -4.1665 
p.val......  3.0934e-05 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  671 


Estimate...  -0.41344 
AI SE......  0.072714 
T-stat.....  -5.6858 
p.val......  1.3018e-08 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  742 


Estimate...  -0.47492 
AI SE......  0.12115 
T-stat.....  -3.9202 
p.val......  8.8473e-05 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  22097 


Estimate...  -0.39993 
AI SE......  0.055354 
T-stat.....  -7.225 
p.val......  5.0115e-13 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  535 

           [,1]
[1,] -0.3999335


s: 164 

Estimate...  -0.41298 
AI SE......  0.07346 
T-stat.....  -5.622 
p.val......  1.8881e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  707 


Estimate...  -0.66447 
AI SE......  0.14240 
T-stat.....  -4.6663 
p.val......  3.0671e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  655 


Estimate...  -0.41461 
AI SE......  0.06145 
T-stat.....  -6.7471 
p.val......  1.5083e-11 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  755 


Estimate...  -0.37021 
AI SE......  0.14282 
T-stat.....  -2.5921 
p.val......  0.009539 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  17914 


Estimate...  -0.35979 
AI SE......  0.033109 
T-stat.....  -10.867 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3597922


s: 165 

Estimate...  -0.46757 
AI SE......  0.07798 
T-stat.....  -5.996 
p.val......  2.0218e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  682 


Estimate...  -0.24162 
AI SE......  0.15317 
T-stat.....  -1.5774 
p.val......  0.11469 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  620 


Estimate...  -0.28119 
AI SE......  0.07011 
T-stat.....  -4.0106 
p.val......  6.0563e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  661 


Estimate...  -0.57055 
AI SE......  0.14362 
T-stat.....  -3.9726 
p.val......  7.1102e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  17680 


Estimate...  -0.34974 
AI SE......  0.049428 
T-stat.....  -7.0757 
p.val......  1.4868e-12 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3497367


s: 166 

Estimate...  -0.4601 
AI SE......  0.085573 
T-stat.....  -5.3767 
p.val......  7.5848e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  712 


Estimate...  -0.56035 
AI SE......  0.15126 
T-stat.....  -3.7045 
p.val......  0.00021182 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  668 


Estimate...  -0.42366 
AI SE......  0.06548 
T-stat.....  -6.47 
p.val......  9.7967e-11 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  766 


Estimate...  -0.44268 
AI SE......  0.14727 
T-stat.....  -3.0059 
p.val......  0.0026483 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  16451 


Estimate...  -0.41155 
AI SE......  0.049537 
T-stat.....  -8.308 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4115516


s: 167 

Estimate...  -0.40374 
AI SE......  0.068972 
T-stat.....  -5.8536 
p.val......  4.8091e-09 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  716 


Estimate...  -0.62727 
AI SE......  0.11304 
T-stat.....  -5.5491 
p.val......  2.8715e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  632 


Estimate...  -0.34994 
AI SE......  0.063782 
T-stat.....  -5.4866 
p.val......  4.0982e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  705 


Estimate...  -0.59783 
AI SE......  0.14625 
T-stat.....  -4.0877 
p.val......  4.3566e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  22320 


Estimate...  -0.35476 
AI SE......  0.049856 
T-stat.....  -7.1158 
p.val......  1.1127e-12 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3547612


s: 168 

Estimate...  -0.41585 
AI SE......  0.077867 
T-stat.....  -5.3405 
p.val......  9.2673e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  673 


Estimate...  -0.41066 
AI SE......  0.16484 
T-stat.....  -2.4913 
p.val......  0.012728 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  647 


Estimate...  -0.48031 
AI SE......  0.064892 
T-stat.....  -7.4017 
p.val......  1.3434e-13 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  711 


Estimate...  -0.46073 
AI SE......  0.14234 
T-stat.....  -3.2368 
p.val......  0.0012088 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18720 


Estimate...  -0.37137 
AI SE......  0.030584 
T-stat.....  -12.142 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3713692


s: 169 

Estimate...  -0.31452 
AI SE......  0.06809 
T-stat.....  -4.6192 
p.val......  3.8524e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  697 


Estimate...  -0.48639 
AI SE......  0.12914 
T-stat.....  -3.7664 
p.val......  0.00016559 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  637 


Estimate...  -0.30293 
AI SE......  0.07198 
T-stat.....  -4.2086 
p.val......  2.5701e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  669 


Estimate...  -0.59513 
AI SE......  0.26864 
T-stat.....  -2.2153 
p.val......  0.026737 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  17830 


Estimate...  -0.35222 
AI SE......  0.045911 
T-stat.....  -7.6719 
p.val......  1.6875e-14 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3522211


s: 170 

Estimate...  -0.34568 
AI SE......  0.076278 
T-stat.....  -4.5318 
p.val......  5.848e-06 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  667 


Estimate...  -0.7456 
AI SE......  0.18584 
T-stat.....  -4.012 
p.val......  6.0213e-05 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  631 


Estimate...  -0.29652 
AI SE......  0.065319 
T-stat.....  -4.5395 
p.val......  5.6381e-06 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  690 


Estimate...  -0.51017 
AI SE......  0.2849 
T-stat.....  -1.7907 
p.val......  0.073342 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  14210 


Estimate...  -0.40466 
AI SE......  0.056577 
T-stat.....  -7.1523 
p.val......  8.531e-13 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.4046586


s: 171 

Estimate...  -0.30565 
AI SE......  0.079058 
T-stat.....  -3.8662 
p.val......  0.00011057 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  683 


Estimate...  -0.41818 
AI SE......  0.16027 
T-stat.....  -2.6093 
p.val......  0.0090733 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  625 


Estimate...  -0.35292 
AI SE......  0.063314 
T-stat.....  -5.5741 
p.val......  2.4876e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  715 


Estimate...  -0.13494 
AI SE......  0.15355 
T-stat.....  -0.8788 
p.val......  0.37951 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  14568 


Estimate...  -0.35093 
AI SE......  0.058968 
T-stat.....  -5.9512 
p.val......  2.6612e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3509341


s: 172 

Estimate...  -0.32378 
AI SE......  0.075811 
T-stat.....  -4.2708 
p.val......  1.9475e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  657 


Estimate...  -0.52225 
AI SE......  0.13332 
T-stat.....  -3.9174 
p.val......  8.9526e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  599 


Estimate...  -0.32912 
AI SE......  0.061302 
T-stat.....  -5.3689 
p.val......  7.9237e-08 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  669 


Estimate...  -0.37328 
AI SE......  0.14572 
T-stat.....  -2.5616 
p.val......  0.010419 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  17276 


Estimate...  -0.36196 
AI SE......  0.030151 
T-stat.....  -12.005 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3619559


s: 173 

Estimate...  -0.36105 
AI SE......  0.068896 
T-stat.....  -5.2404 
p.val......  1.6022e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  673 


Estimate...  -0.32027 
AI SE......  0.11504 
T-stat.....  -2.7841 
p.val......  0.0053684 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  633 


Estimate...  -0.33893 
AI SE......  0.061054 
T-stat.....  -5.5512 
p.val......  2.8365e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  689 


Estimate...  -0.34229 
AI SE......  0.17131 
T-stat.....  -1.9981 
p.val......  0.045708 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  16107 


Estimate...  -0.37853 
AI SE......  0.056124 
T-stat.....  -6.7445 
p.val......  1.5355e-11 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3785273


s: 174 

Estimate...  -0.42966 
AI SE......  0.074855 
T-stat.....  -5.7399 
p.val......  9.4724e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  717 


Estimate...  -0.30236 
AI SE......  0.1133 
T-stat.....  -2.6687 
p.val......  0.0076144 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  645 


Estimate...  -0.35569 
AI SE......  0.058256 
T-stat.....  -6.1056 
p.val......  1.024e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  744 


Estimate...  0.027799 
AI SE......  0.20581 
T-stat.....  0.13507 
p.val......  0.89256 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  16772 


Estimate...  -0.38843 
AI SE......  0.061574 
T-stat.....  -6.3083 
p.val......  2.821e-10 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3884296


s: 175 

Estimate...  -0.26358 
AI SE......  0.077383 
T-stat.....  -3.4062 
p.val......  0.00065879 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  696 


Estimate...  -0.41594 
AI SE......  0.17487 
T-stat.....  -2.3785 
p.val......  0.017382 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  661 


Estimate...  -0.31577 
AI SE......  0.066521 
T-stat.....  -4.7468 
p.val......  2.0662e-06 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  726 


Estimate...  -0.46463 
AI SE......  0.14369 
T-stat.....  -3.2335 
p.val......  0.0012228 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  15913 


Estimate...  -0.35119 
AI SE......  0.049853 
T-stat.....  -7.0446 
p.val......  1.8596e-12 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.3511931


s: 176 

Estimate...  -0.49664 
AI SE......  0.095968 
T-stat.....  -5.1751 
p.val......  2.2782e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  684 


Estimate...  -0.5777 
AI SE......  0.12721 
T-stat.....  -4.5412 
p.val......  5.5944e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  653 


Estimate...  -0.3195 
AI SE......  0.063102 
T-stat.....  -5.0633 
p.val......  4.1202e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  684 


Estimate...  -0.40742 
AI SE......  0.19173 
T-stat.....  -2.125 
p.val......  0.033588 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  16716 


Estimate...  -0.39436 
AI SE......  0.072196 
T-stat.....  -5.4623 
p.val......  4.6993e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3943609


s: 177 

Estimate...  -0.31443 
AI SE......  0.067046 
T-stat.....  -4.6897 
p.val......  2.7355e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  672 


Estimate...  -0.5936 
AI SE......  0.12465 
T-stat.....  -4.7622 
p.val......  1.9151e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  647 


Estimate...  -0.3716 
AI SE......  0.061241 
T-stat.....  -6.0679 
p.val......  1.2960e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  698 


Estimate...  -0.54465 
AI SE......  0.11586 
T-stat.....  -4.7009 
p.val......  2.5907e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  21423 


Estimate...  -0.35516 
AI SE......  0.057698 
T-stat.....  -6.1556 
p.val......  7.4812e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3551643


s: 178 

Estimate...  -0.39873 
AI SE......  0.069749 
T-stat.....  -5.7166 
p.val......  1.0865e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  695 


Estimate...  -0.5425 
AI SE......  0.14916 
T-stat.....  -3.6371 
p.val......  0.00027568 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  619 


Estimate...  -0.33353 
AI SE......  0.063005 
T-stat.....  -5.2937 
p.val......  1.1984e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  706 


Estimate...  -0.42963 
AI SE......  0.12295 
T-stat.....  -3.4944 
p.val......  0.00047513 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  22152 


Estimate...  -0.38637 
AI SE......  0.06668 
T-stat.....  -5.7944 
p.val......  6.8561e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

          [,1]
[1,] -0.386368


s: 179 

Estimate...  -0.45399 
AI SE......  0.084243 
T-stat.....  -5.389 
p.val......  7.0854e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  711 


Estimate...  -0.41613 
AI SE......  0.13062 
T-stat.....  -3.1858 
p.val......  0.0014436 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  624 


Estimate...  -0.38515 
AI SE......  0.068593 
T-stat.....  -5.6149 
p.val......  1.9666e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  702 


Estimate...  -0.72836 
AI SE......  0.15068 
T-stat.....  -4.8339 
p.val......  1.3387e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  15291 


Estimate...  -0.37777 
AI SE......  0.053608 
T-stat.....  -7.0468 
p.val......  1.8305e-12 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3777651


s: 180 

Estimate...  -0.48076 
AI SE......  0.079159 
T-stat.....  -6.0733 
p.val......  1.2529e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  689 


Estimate...  -0.5876 
AI SE......  0.12954 
T-stat.....  -4.5362 
p.val......  5.7278e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  631 


Estimate...  -0.33259 
AI SE......  0.068095 
T-stat.....  -4.8842 
p.val......  1.0386e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  743 


Estimate...  -0.51362 
AI SE......  0.16664 
T-stat.....  -3.0822 
p.val......  0.0020550 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  19120 


Estimate...  -0.40012 
AI SE......  0.034617 
T-stat.....  -11.558 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4001186


s: 181 

Estimate...  -0.51788 
AI SE......  0.08608 
T-stat.....  -6.0162 
p.val......  1.7850e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  715 


Estimate...  -0.33187 
AI SE......  0.17961 
T-stat.....  -1.8478 
p.val......  0.064637 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  646 


Estimate...  -0.3658 
AI SE......  0.089425 
T-stat.....  -4.0906 
p.val......  4.3034e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  706 


Estimate...  -0.44011 
AI SE......  0.14230 
T-stat.....  -3.0928 
p.val......  0.001983 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  21320 


Estimate...  -0.40656 
AI SE......  0.05672 
T-stat.....  -7.1678 
p.val......  7.6228e-13 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4065592


s: 182 

Estimate...  -0.41712 
AI SE......  0.077794 
T-stat.....  -5.3619 
p.val......  8.2345e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  681 


Estimate...  -0.35246 
AI SE......  0.15034 
T-stat.....  -2.3443 
p.val......  0.019061 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  632 


Estimate...  -0.40706 
AI SE......  0.069746 
T-stat.....  -5.8363 
p.val......  5.3358e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  670 


Estimate...  -0.4248 
AI SE......  0.19039 
T-stat.....  -2.2311 
p.val......  0.025671 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  14627 


Estimate...  -0.41275 
AI SE......  0.066045 
T-stat.....  -6.2495 
p.val......  4.1174e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4127488


s: 183 

Estimate...  -0.44195 
AI SE......  0.078189 
T-stat.....  -5.6524 
p.val......  1.582e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  702 


Estimate...  -0.39502 
AI SE......  0.14618 
T-stat.....  -2.7024 
p.val......  0.0068848 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  612 


Estimate...  -0.3546 
AI SE......  0.067133 
T-stat.....  -5.2821 
p.val......  1.2770e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  690 


Estimate...  -0.35078 
AI SE......  0.12172 
T-stat.....  -2.8819 
p.val......  0.003953 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  22610 


Estimate...  -0.3846 
AI SE......  0.059894 
T-stat.....  -6.4214 
p.val......  1.3506e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.3845977


s: 184 

Estimate...  -0.46706 
AI SE......  0.072195 
T-stat.....  -6.4694 
p.val......  9.839e-11 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  697 


Estimate...  -0.56482 
AI SE......  0.13370 
T-stat.....  -4.2245 
p.val......  2.395e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  658 


Estimate...  -0.29709 
AI SE......  0.061114 
T-stat.....  -4.8612 
p.val......  1.1667e-06 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  753 


Estimate...  -0.49142 
AI SE......  0.11857 
T-stat.....  -4.1445 
p.val......  3.4054e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  24209 


Estimate...  -0.45281 
AI SE......  0.063252 
T-stat.....  -7.1589 
p.val......  8.1313e-13 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.4528145


s: 185 

Estimate...  -0.40864 
AI SE......  0.077001 
T-stat.....  -5.3069 
p.val......  1.1151e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  672 


Estimate...  -0.6137 
AI SE......  0.11312 
T-stat.....  -5.425 
p.val......  5.794e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  648 


Estimate...  -0.36179 
AI SE......  0.069168 
T-stat.....  -5.2305 
p.val......  1.6901e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  701 


Estimate...  -0.5346 
AI SE......  0.16030 
T-stat.....  -3.3350 
p.val......  0.00085313 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  23760 


Estimate...  -0.40957 
AI SE......  0.067174 
T-stat.....  -6.0971 
p.val......  1.0802e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.4095671


s: 186 

Estimate...  -0.3996 
AI SE......  0.071046 
T-stat.....  -5.6246 
p.val......  1.8597e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  709 


Estimate...  -0.59139 
AI SE......  0.10949 
T-stat.....  -5.4013 
p.val......  6.6161e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  629 


Estimate...  -0.35102 
AI SE......  0.063851 
T-stat.....  -5.4975 
p.val......  3.8521e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  744 


Estimate...  -0.24207 
AI SE......  0.12227 
T-stat.....  -1.9798 
p.val......  0.047721 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  26101 


Estimate...  -0.40235 
AI SE......  0.054205 
T-stat.....  -7.4227 
p.val......  1.1480e-13 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4023477


s: 187 

Estimate...  -0.44016 
AI SE......  0.095286 
T-stat.....  -4.6193 
p.val......  3.8502e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  688 


Estimate...  -0.23192 
AI SE......  0.13413 
T-stat.....  -1.7292 
p.val......  0.08378 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  632 


Estimate...  -0.40660 
AI SE......  0.065727 
T-stat.....  -6.1861 
p.val......  6.168e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  727 


Estimate...  -0.31336 
AI SE......  0.16601 
T-stat.....  -1.8876 
p.val......  0.059084 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  19524 


Estimate...  -0.39068 
AI SE......  0.060167 
T-stat.....  -6.4933 
p.val......  8.3986e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3906821


s: 188 

Estimate...  -0.46805 
AI SE......  0.072375 
T-stat.....  -6.467 
p.val......  9.9967e-11 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  727 


Estimate...  -0.41175 
AI SE......  0.14353 
T-stat.....  -2.8688 
p.val......  0.0041206 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  679 


Estimate...  -0.35603 
AI SE......  0.06832 
T-stat.....  -5.2112 
p.val......  1.8764e-07 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  776 


Estimate...  -0.40965 
AI SE......  0.11617 
T-stat.....  -3.5262 
p.val......  0.00042158 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  21552 


Estimate...  -0.41446 
AI SE......  0.056337 
T-stat.....  -7.3568 
p.val......  1.8852e-13 

Original number of observations..............  1000 
Original number of treated obs...............  552 
Matched number of observations...............  552 
Matched number of observations  (unweighted).  552 

           [,1]
[1,] -0.4144616


s: 189 

Estimate...  -0.30738 
AI SE......  0.073308 
T-stat.....  -4.1930 
p.val......  2.7534e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  712 


Estimate...  -0.41620 
AI SE......  0.13908 
T-stat.....  -2.9926 
p.val......  0.0027659 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  669 


Estimate...  -0.28231 
AI SE......  0.058083 
T-stat.....  -4.8605 
p.val......  1.1711e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  717 


Estimate...  -0.25638 
AI SE......  0.15294 
T-stat.....  -1.6763 
p.val......  0.093683 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  13803 


Estimate...  -0.39491 
AI SE......  0.048224 
T-stat.....  -8.1891 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3949098


s: 190 

Estimate...  -0.51149 
AI SE......  0.072245 
T-stat.....  -7.0799 
p.val......  1.4431e-12 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  712 


Estimate...  -0.54715 
AI SE......  0.14034 
T-stat.....  -3.8988 
p.val......  9.6682e-05 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  654 


Estimate...  -0.41688 
AI SE......  0.069827 
T-stat.....  -5.9701 
p.val......  2.3708e-09 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  731 


Estimate...  -0.38832 
AI SE......  0.13756 
T-stat.....  -2.8228 
p.val......  0.0047607 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  16630 


Estimate...  -0.44247 
AI SE......  0.064083 
T-stat.....  -6.9046 
p.val......  5.0329e-12 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.4424675


s: 191 

Estimate...  -0.43999 
AI SE......  0.064619 
T-stat.....  -6.8089 
p.val......  9.8341e-12 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  719 


Estimate...  -0.39534 
AI SE......  0.14448 
T-stat.....  -2.7363 
p.val......  0.0062128 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  650 


Estimate...  -0.39612 
AI SE......  0.05999 
T-stat.....  -6.603 
p.val......  4.0278e-11 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  737 


Estimate...  -0.43680 
AI SE......  0.15591 
T-stat.....  -2.8016 
p.val......  0.0050844 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  17061 


Estimate...  -0.41383 
AI SE......  0.041301 
T-stat.....  -10.020 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4138272


s: 192 

Estimate...  -0.41635 
AI SE......  0.066889 
T-stat.....  -6.2246 
p.val......  4.8284e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  694 


Estimate...  -0.71364 
AI SE......  0.10686 
T-stat.....  -6.6784 
p.val......  2.4155e-11 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  592 


Estimate...  -0.40549 
AI SE......  0.062703 
T-stat.....  -6.4668 
p.val......  1.0010e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  713 


Estimate...  -0.78154 
AI SE......  0.15597 
T-stat.....  -5.0107 
p.val......  5.4227e-07 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  18738 


Estimate...  -0.40818 
AI SE......  0.062014 
T-stat.....  -6.582 
p.val......  4.6404e-11 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4081775


s: 193 

Estimate...  -0.38321 
AI SE......  0.066379 
T-stat.....  -5.773 
p.val......  7.7859e-09 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  644 


Estimate...  -0.56778 
AI SE......  0.13113 
T-stat.....  -4.3299 
p.val......  1.4920e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  623 


Estimate...  -0.33168 
AI SE......  0.072315 
T-stat.....  -4.5866 
p.val......  4.5057e-06 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  689 


Estimate...  -0.46427 
AI SE......  0.14527 
T-stat.....  -3.1960 
p.val......  0.0013936 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  21019 


Estimate...  -0.40463 
AI SE......  0.054468 
T-stat.....  -7.4287 
p.val......  1.0969e-13 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.4046258


s: 194 

Estimate...  -0.29808 
AI SE......  0.073452 
T-stat.....  -4.0582 
p.val......  4.9452e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  690 


Estimate...  -0.53188 
AI SE......  0.11804 
T-stat.....  -4.506 
p.val......  6.6058e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  628 


Estimate...  -0.39234 
AI SE......  0.065112 
T-stat.....  -6.0256 
p.val......  1.6849e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  724 


Estimate...  -0.39445 
AI SE......  0.16747 
T-stat.....  -2.3554 
p.val......  0.018502 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  21381 


Estimate...  -0.38429 
AI SE......  0.055699 
T-stat.....  -6.8994 
p.val......  5.2223e-12 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3842919


s: 195 

Estimate...  -0.41202 
AI SE......  0.070355 
T-stat.....  -5.8563 
p.val......  4.7342e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  684 


Estimate...  -0.55098 
AI SE......  0.1186 
T-stat.....  -4.6458 
p.val......  3.3883e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  646 


Estimate...  -0.34977 
AI SE......  0.063392 
T-stat.....  -5.5177 
p.val......  3.4353e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  707 


Estimate...  -0.61985 
AI SE......  0.11577 
T-stat.....  -5.3541 
p.val......  8.5983e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  21100 


Estimate...  -0.39736 
AI SE......  0.055604 
T-stat.....  -7.1462 
p.val......  8.924e-13 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3973581


s: 196 

Estimate...  -0.32757 
AI SE......  0.068968 
T-stat.....  -4.7496 
p.val......  2.0380e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  683 


Estimate...  -0.54492 
AI SE......  0.12784 
T-stat.....  -4.2624 
p.val......  2.0222e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  623 


Estimate...  -0.3939 
AI SE......  0.062418 
T-stat.....  -6.3107 
p.val......  2.7783e-10 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  710 


Estimate...  -0.37013 
AI SE......  0.13411 
T-stat.....  -2.7600 
p.val......  0.0057807 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  18380 


Estimate...  -0.3906 
AI SE......  0.054795 
T-stat.....  -7.1284 
p.val......  1.0152e-12 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

        [,1]
[1,] -0.3906


s: 197 

Estimate...  -0.38596 
AI SE......  0.075181 
T-stat.....  -5.1338 
p.val......  2.8398e-07 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  708 


Estimate...  -0.50387 
AI SE......  0.13181 
T-stat.....  -3.8226 
p.val......  0.00013203 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  651 


Estimate...  -0.37587 
AI SE......  0.065344 
T-stat.....  -5.7522 
p.val......  8.8087e-09 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  733 


Estimate...  -0.36570 
AI SE......  0.13668 
T-stat.....  -2.6757 
p.val......  0.0074582 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  21112 


Estimate...  -0.38816 
AI SE......  0.041787 
T-stat.....  -9.289 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.3881605


s: 198 

Estimate...  -0.36886 
AI SE......  0.073592 
T-stat.....  -5.0122 
p.val......  5.3818e-07 

Original number of observations..............  1000 
Original number of treated obs...............  539 
Matched number of observations...............  539 
Matched number of observations  (unweighted).  705 


Estimate...  -0.75082 
AI SE......  0.15673 
T-stat.....  -4.7906 
p.val......  1.6626e-06 

Original number of observations..............  1000 
Original number of treated obs...............  539 
Matched number of observations...............  539 
Matched number of observations  (unweighted).  650 


Estimate...  -0.31235 
AI SE......  0.066747 
T-stat.....  -4.6796 
p.val......  2.8743e-06 

Original number of observations..............  1000 
Original number of treated obs...............  539 
Matched number of observations...............  539 
Matched number of observations  (unweighted).  783 


Estimate...  -0.2193 
AI SE......  0.14356 
T-stat.....  -1.5276 
p.val......  0.12662 

Original number of observations..............  1000 
Original number of treated obs...............  539 
Matched number of observations...............  539 
Matched number of observations  (unweighted).  19378 


Estimate...  -0.41456 
AI SE......  0.055121 
T-stat.....  -7.5209 
p.val......  5.4401e-14 

Original number of observations..............  1000 
Original number of treated obs...............  539 
Matched number of observations...............  539 
Matched number of observations  (unweighted).  539 

           [,1]
[1,] -0.4145599


s: 199 

Estimate...  -0.32624 
AI SE......  0.070741 
T-stat.....  -4.6118 
p.val......  3.9921e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  673 


Estimate...  -0.32123 
AI SE......  0.11245 
T-stat.....  -2.8567 
p.val......  0.0042812 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  627 


Estimate...  -0.37756 
AI SE......  0.064179 
T-stat.....  -5.883 
p.val......  4.0286e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  724 


Estimate...  -0.40972 
AI SE......  0.15541 
T-stat.....  -2.6363 
p.val......  0.0083815 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  16889 


Estimate...  -0.39451 
AI SE......  0.055765 
T-stat.....  -7.0745 
p.val......  1.5001e-12 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3945097


s: 200 

Estimate...  -0.27957 
AI SE......  0.076531 
T-stat.....  -3.6531 
p.val......  0.00025909 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  689 


Estimate...  -0.46065 
AI SE......  0.13607 
T-stat.....  -3.3855 
p.val......  0.00071054 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  654 


Estimate...  -0.37376 
AI SE......  0.061375 
T-stat.....  -6.0899 
p.val......  1.1299e-09 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  717 


Estimate...  -0.34371 
AI SE......  0.13578 
T-stat.....  -2.5313 
p.val......  0.011363 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  17536 


Estimate...  -0.40756 
AI SE......  0.054592 
T-stat.....  -7.4657 
p.val......  8.2823e-14 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4075633


s: 201 

Estimate...  -0.55425 
AI SE......  0.10508 
T-stat.....  -5.2748 
p.val......  1.3290e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  676 


Estimate...  -0.5173 
AI SE......  0.16604 
T-stat.....  -3.1155 
p.val......  0.0018363 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  614 


Estimate...  -0.37842 
AI SE......  0.071128 
T-stat.....  -5.3203 
p.val......  1.0358e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  728 


Estimate...  -0.30937 
AI SE......  0.16591 
T-stat.....  -1.8647 
p.val......  0.062225 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  23970 


Estimate...  -0.38367 
AI SE......  0.035151 
T-stat.....  -10.915 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3836683


s: 202 

Estimate...  -0.38037 
AI SE......  0.079743 
T-stat.....  -4.77 
p.val......  1.8426e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  664 


Estimate...  -0.56706 
AI SE......  0.16927 
T-stat.....  -3.3502 
p.val......  0.00080767 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  634 


Estimate...  -0.40499 
AI SE......  0.066994 
T-stat.....  -6.0451 
p.val......  1.4928e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  707 


Estimate...  -0.74075 
AI SE......  0.28243 
T-stat.....  -2.6228 
p.val......  0.0087218 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  14643 


Estimate...  -0.38507 
AI SE......  0.051909 
T-stat.....  -7.4182 
p.val......  1.1879e-13 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3850729


s: 203 

Estimate...  -0.39418 
AI SE......  0.07603 
T-stat.....  -5.1846 
p.val......  2.1651e-07 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  711 


Estimate...  -0.39118 
AI SE......  0.17577 
T-stat.....  -2.2255 
p.val......  0.026048 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  652 


Estimate...  -0.28090 
AI SE......  0.063387 
T-stat.....  -4.4315 
p.val......  9.3598e-06 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  730 


Estimate...  -0.29083 
AI SE......  0.18122 
T-stat.....  -1.6049 
p.val......  0.10852 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  13665 


Estimate...  -0.38762 
AI SE......  0.075886 
T-stat.....  -5.1079 
p.val......  3.2577e-07 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  530 

           [,1]
[1,] -0.3876158


s: 204 

Estimate...  -0.45622 
AI SE......  0.07694 
T-stat.....  -5.9296 
p.val......  3.0370e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  672 


Estimate...  -0.38247 
AI SE......  0.11825 
T-stat.....  -3.2345 
p.val......  0.0012184 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  596 


Estimate...  -0.32241 
AI SE......  0.072927 
T-stat.....  -4.421 
p.val......  9.8264e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  705 


Estimate...  -0.21808 
AI SE......  0.14707 
T-stat.....  -1.4828 
p.val......  0.13811 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  20764 


Estimate...  -0.39442 
AI SE......  0.050118 
T-stat.....  -7.8699 
p.val......  3.5527e-15 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

          [,1]
[1,] -0.394423


s: 205 

Estimate...  -0.35164 
AI SE......  0.075982 
T-stat.....  -4.6279 
p.val......  3.6936e-06 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  665 


Estimate...  -0.67639 
AI SE......  0.14119 
T-stat.....  -4.7906 
p.val......  1.6626e-06 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  641 


Estimate...  -0.36458 
AI SE......  0.064737 
T-stat.....  -5.6318 
p.val......  1.7835e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  714 


Estimate...  -0.41187 
AI SE......  0.15466 
T-stat.....  -2.663 
p.val......  0.007745 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  14109 


Estimate...  -0.388 
AI SE......  0.056881 
T-stat.....  -6.8213 
p.val......  9.0221e-12 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3879995


s: 206 

Estimate...  -0.41191 
AI SE......  0.077863 
T-stat.....  -5.2902 
p.val......  1.2221e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  694 


Estimate...  -0.65078 
AI SE......  0.15086 
T-stat.....  -4.3139 
p.val......  1.6043e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  650 


Estimate...  -0.35913 
AI SE......  0.065141 
T-stat.....  -5.5131 
p.val......  3.5262e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  731 


Estimate...  -0.52978 
AI SE......  0.13064 
T-stat.....  -4.0552 
p.val......  5.009e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  24791 


Estimate...  -0.41918 
AI SE......  0.070482 
T-stat.....  -5.9474 
p.val......  2.7249e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4191797


s: 207 

Estimate...  -0.4005 
AI SE......  0.09158 
T-stat.....  -4.3732 
p.val......  1.2242e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  696 


Estimate...  -0.37669 
AI SE......  0.14933 
T-stat.....  -2.5226 
p.val......  0.011648 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  646 


Estimate...  -0.463 
AI SE......  0.068618 
T-stat.....  -6.7475 
p.val......  1.5043e-11 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  738 


Estimate...  -0.38713 
AI SE......  0.1541 
T-stat.....  -2.5122 
p.val......  0.011999 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  17581 


Estimate...  -0.35434 
AI SE......  0.062291 
T-stat.....  -5.6885 
p.val......  1.2819e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3543427


s: 208 

Estimate...  -0.35969 
AI SE......  0.070776 
T-stat.....  -5.0822 
p.val......  3.7313e-07 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  714 


Estimate...  -0.48595 
AI SE......  0.11193 
T-stat.....  -4.3417 
p.val......  1.4139e-05 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  659 


Estimate...  -0.36158 
AI SE......  0.064496 
T-stat.....  -5.6063 
p.val......  2.0671e-08 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  727 


Estimate...  -0.39439 
AI SE......  0.14447 
T-stat.....  -2.7299 
p.val......  0.0063348 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  20391 


Estimate...  -0.41411 
AI SE......  0.047755 
T-stat.....  -8.6716 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  535 

           [,1]
[1,] -0.4141087


s: 209 

Estimate...  -0.39665 
AI SE......  0.082702 
T-stat.....  -4.7961 
p.val......  1.6177e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  703 


Estimate...  -0.39856 
AI SE......  0.14135 
T-stat.....  -2.8197 
p.val......  0.0048075 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  635 


Estimate...  -0.33059 
AI SE......  0.071843 
T-stat.....  -4.6015 
p.val......  4.1938e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  702 


Estimate...  -0.38887 
AI SE......  0.13213 
T-stat.....  -2.9432 
p.val......  0.0032484 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  17980 


Estimate...  -0.42775 
AI SE......  0.062628 
T-stat.....  -6.8299 
p.val......  8.4956e-12 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.4277481


s: 210 

Estimate...  -0.54407 
AI SE......  0.093502 
T-stat.....  -5.8188 
p.val......  5.927e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  704 


Estimate...  -0.58793 
AI SE......  0.14364 
T-stat.....  -4.0932 
p.val......  4.2552e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  646 


Estimate...  -0.44266 
AI SE......  0.069085 
T-stat.....  -6.4074 
p.val......  1.4799e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  744 


Estimate...  -0.53989 
AI SE......  0.11591 
T-stat.....  -4.6579 
p.val......  3.1943e-06 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  22124 


Estimate...  -0.43722 
AI SE......  0.06703 
T-stat.....  -6.5227 
p.val......  6.9061e-11 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.4372191


s: 211 

Estimate...  -0.38781 
AI SE......  0.08298 
T-stat.....  -4.6736 
p.val......  2.9597e-06 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  693 


Estimate...  -0.47742 
AI SE......  0.14676 
T-stat.....  -3.253 
p.val......  0.0011420 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  666 


Estimate...  -0.4119 
AI SE......  0.063083 
T-stat.....  -6.5295 
p.val......  6.599e-11 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  753 


Estimate...  -0.34937 
AI SE......  0.10965 
T-stat.....  -3.1863 
p.val......  0.0014411 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  23257 


Estimate...  -0.42848 
AI SE......  0.060526 
T-stat.....  -7.0793 
p.val......  1.4491e-12 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.4284833


s: 212 

Estimate...  -0.52474 
AI SE......  0.10733 
T-stat.....  -4.8893 
p.val......  1.0121e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  668 


Estimate...  -0.72012 
AI SE......  0.18916 
T-stat.....  -3.807 
p.val......  0.00014067 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  639 


Estimate...  -0.46056 
AI SE......  0.084506 
T-stat.....  -5.45 
p.val......  5.0358e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  745 


Estimate...  -0.56668 
AI SE......  0.14941 
T-stat.....  -3.7927 
p.val......  0.00014901 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  18721 


Estimate...  -0.40336 
AI SE......  0.042517 
T-stat.....  -9.487 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4033592


s: 213 

Estimate...  -0.49447 
AI SE......  0.072103 
T-stat.....  -6.8579 
p.val......  6.9882e-12 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  656 


Estimate...  -0.61422 
AI SE......  0.12344 
T-stat.....  -4.9758 
p.val......  6.4984e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  614 


Estimate...  -0.37266 
AI SE......  0.070638 
T-stat.....  -5.2757 
p.val......  1.3226e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  703 


Estimate...  -0.46146 
AI SE......  0.14354 
T-stat.....  -3.2149 
p.val......  0.0013047 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  20685 


Estimate...  -0.42297 
AI SE......  0.066359 
T-stat.....  -6.374 
p.val......  1.8415e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4229719


s: 214 

Estimate...  -0.35991 
AI SE......  0.0873 
T-stat.....  -4.1227 
p.val......  3.7452e-05 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  719 


Estimate...  -0.45894 
AI SE......  0.12990 
T-stat.....  -3.533 
p.val......  0.00041084 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  649 


Estimate...  -0.42861 
AI SE......  0.068678 
T-stat.....  -6.2408 
p.val......  4.3524e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  713 


Estimate...  -0.33886 
AI SE......  0.17707 
T-stat.....  -1.9136 
p.val......  0.055666 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  12766 


Estimate...  -0.41918 
AI SE......  0.054738 
T-stat.....  -7.6579 
p.val......  1.8874e-14 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.4191793


s: 215 

Estimate...  -0.40015 
AI SE......  0.084467 
T-stat.....  -4.7374 
p.val......  2.1650e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  668 


Estimate...  -0.34746 
AI SE......  0.15718 
T-stat.....  -2.2106 
p.val......  0.027066 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  632 


Estimate...  -0.30572 
AI SE......  0.072056 
T-stat.....  -4.2428 
p.val......  2.2079e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  701 


Estimate...  -0.50554 
AI SE......  0.12212 
T-stat.....  -4.1397 
p.val......  3.4770e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  23379 


Estimate...  -0.40866 
AI SE......  0.061662 
T-stat.....  -6.6274 
p.val......  3.4173e-11 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4086573


s: 216 

Estimate...  -0.4328 
AI SE......  0.072039 
T-stat.....  -6.0079 
p.val......  1.8799e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  678 


Estimate...  -0.58647 
AI SE......  0.11754 
T-stat.....  -4.9894 
p.val......  6.0576e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  644 


Estimate...  -0.38245 
AI SE......  0.06193 
T-stat.....  -6.1756 
p.val......  6.5919e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  734 


Estimate...  -0.56285 
AI SE......  0.17352 
T-stat.....  -3.2438 
p.val......  0.0011795 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  16308 


Estimate...  -0.35817 
AI SE......  0.062653 
T-stat.....  -5.7168 
p.val......  1.0856e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3581734


s: 217 

Estimate...  -0.3754 
AI SE......  0.082792 
T-stat.....  -4.5343 
p.val......  5.7805e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  700 


Estimate...  -0.35390 
AI SE......  0.18760 
T-stat.....  -1.8865 
p.val......  0.059227 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  656 


Estimate...  -0.34525 
AI SE......  0.065737 
T-stat.....  -5.252 
p.val......  1.5043e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  707 


Estimate...  -0.36638 
AI SE......  0.13269 
T-stat.....  -2.7612 
p.val......  0.0057596 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  18056 


Estimate...  -0.37575 
AI SE......  0.043283 
T-stat.....  -8.6812 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

          [,1]
[1,] -0.375751


s: 218 

Estimate...  -0.35908 
AI SE......  0.076287 
T-stat.....  -4.707 
p.val......  2.5144e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  694 


Estimate...  -0.35543 
AI SE......  0.17069 
T-stat.....  -2.0823 
p.val......  0.037318 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  657 


Estimate...  -0.35108 
AI SE......  0.073292 
T-stat.....  -4.7901 
p.val......  1.6672e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  720 


Estimate...  -0.63048 
AI SE......  0.14446 
T-stat.....  -4.3644 
p.val......  1.2746e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  17171 


Estimate...  -0.39247 
AI SE......  0.060984 
T-stat.....  -6.4357 
p.val......  1.2293e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3924706


s: 219 

Estimate...  -0.32165 
AI SE......  0.072618 
T-stat.....  -4.4293 
p.val......  9.4536e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  703 


Estimate...  -0.30220 
AI SE......  0.14297 
T-stat.....  -2.1137 
p.val......  0.034544 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  643 


Estimate...  -0.31609 
AI SE......  0.06432 
T-stat.....  -4.9142 
p.val......  8.9125e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  737 


Estimate...  -0.34242 
AI SE......  0.12605 
T-stat.....  -2.7166 
p.val......  0.0065951 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  22325 


Estimate...  -0.38816 
AI SE......  0.05334 
T-stat.....  -7.2771 
p.val......  3.4106e-13 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3881605


s: 220 

Estimate...  -0.33382 
AI SE......  0.078679 
T-stat.....  -4.2428 
p.val......  2.2079e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  710 


Estimate...  -0.31451 
AI SE......  0.11965 
T-stat.....  -2.6286 
p.val......  0.0085737 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  674 


Estimate...  -0.30349 
AI SE......  0.064764 
T-stat.....  -4.6862 
p.val......  2.7833e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  751 


Estimate...  -0.50558 
AI SE......  0.12708 
T-stat.....  -3.9785 
p.val......  6.9346e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  25372 


Estimate...  -0.35461 
AI SE......  0.049328 
T-stat.....  -7.1887 
p.val......  6.5414e-13 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3546059


s: 221 

Estimate...  -0.36138 
AI SE......  0.076882 
T-stat.....  -4.7005 
p.val......  2.5957e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  693 


Estimate...  -0.60274 
AI SE......  0.14243 
T-stat.....  -4.2318 
p.val......  2.3179e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  644 


Estimate...  -0.33044 
AI SE......  0.061363 
T-stat.....  -5.385 
p.val......  7.2428e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  734 


Estimate...  -0.52514 
AI SE......  0.15797 
T-stat.....  -3.3243 
p.val......  0.0008864 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  19594 


Estimate...  -0.44942 
AI SE......  0.059448 
T-stat.....  -7.5599 
p.val......  4.0412e-14 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4494177


s: 222 

Estimate...  -0.31612 
AI SE......  0.094772 
T-stat.....  -3.3355 
p.val......  0.00085133 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  658 


Estimate...  -0.32805 
AI SE......  0.14187 
T-stat.....  -2.3123 
p.val......  0.020760 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  602 


Estimate...  -0.38211 
AI SE......  0.067539 
T-stat.....  -5.6576 
p.val......  1.5352e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  709 


Estimate...  -0.61992 
AI SE......  0.18243 
T-stat.....  -3.3981 
p.val......  0.00067848 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  18641 


Estimate...  -0.33517 
AI SE......  0.06948 
T-stat.....  -4.824 
p.val......  1.4069e-06 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3351724


s: 223 

Estimate...  -0.37472 
AI SE......  0.063042 
T-stat.....  -5.944 
p.val......  2.781e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  690 


Estimate...  -0.42955 
AI SE......  0.10124 
T-stat.....  -4.2428 
p.val......  2.2075e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  665 


Estimate...  -0.37271 
AI SE......  0.065512 
T-stat.....  -5.6893 
p.val......  1.2758e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  705 


Estimate...  -0.53381 
AI SE......  0.13541 
T-stat.....  -3.9421 
p.val......  8.0787e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  20073 


Estimate...  -0.42688 
AI SE......  0.060371 
T-stat.....  -7.071 
p.val......  1.5388e-12 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4268836


s: 224 

Estimate...  -0.40448 
AI SE......  0.070302 
T-stat.....  -5.7534 
p.val......  8.7441e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  689 


Estimate...  -0.40444 
AI SE......  0.12260 
T-stat.....  -3.2989 
p.val......  0.00097053 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  611 


Estimate...  -0.3744 
AI SE......  0.06776 
T-stat.....  -5.5254 
p.val......  3.2869e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  728 


Estimate...  -0.27061 
AI SE......  0.12749 
T-stat.....  -2.1227 
p.val......  0.033781 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  21767 


Estimate...  -0.36794 
AI SE......  0.069514 
T-stat.....  -5.2931 
p.val......  1.2027e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3679446


s: 225 

Estimate...  -0.4539 
AI SE......  0.066366 
T-stat.....  -6.8394 
p.val......  7.953e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  682 


Estimate...  -0.61762 
AI SE......  0.13361 
T-stat.....  -4.6226 
p.val......  3.7901e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  633 


Estimate...  -0.39337 
AI SE......  0.062406 
T-stat.....  -6.3034 
p.val......  2.9111e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  732 


Estimate...  -0.58429 
AI SE......  0.13224 
T-stat.....  -4.4186 
p.val......  9.9346e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  20252 


Estimate...  -0.40366 
AI SE......  0.051014 
T-stat.....  -7.9127 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4036587


s: 226 

Estimate...  -0.42712 
AI SE......  0.079268 
T-stat.....  -5.3883 
p.val......  7.1119e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  704 


Estimate...  -0.4848 
AI SE......  0.11881 
T-stat.....  -4.0807 
p.val......  4.4907e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  623 


Estimate...  -0.33184 
AI SE......  0.065829 
T-stat.....  -5.041 
p.val......  4.63e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  735 


Estimate...  -0.44184 
AI SE......  0.15226 
T-stat.....  -2.9018 
p.val......  0.0037101 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  18783 


Estimate...  -0.38627 
AI SE......  0.048025 
T-stat.....  -8.0432 
p.val......  8.8818e-16 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3862726


s: 227 

Estimate...  -0.44201 
AI SE......  0.075805 
T-stat.....  -5.8309 
p.val......  5.5128e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  698 


Estimate...  -0.53857 
AI SE......  0.14649 
T-stat.....  -3.6765 
p.val......  0.00023648 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  631 


Estimate...  -0.4365 
AI SE......  0.067621 
T-stat.....  -6.455 
p.val......  1.0819e-10 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  697 


Estimate...  -0.43492 
AI SE......  0.14220 
T-stat.....  -3.0585 
p.val......  0.0022243 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  17508 


Estimate...  -0.407 
AI SE......  0.063185 
T-stat.....  -6.4414 
p.val......  1.1834e-10 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4070025


s: 228 

Estimate...  -0.38239 
AI SE......  0.076848 
T-stat.....  -4.976 
p.val......  6.4926e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  692 


Estimate...  -0.43272 
AI SE......  0.13461 
T-stat.....  -3.2147 
p.val......  0.0013057 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  659 


Estimate...  -0.40462 
AI SE......  0.06969 
T-stat.....  -5.806 
p.val......  6.3966e-09 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  702 


Estimate...  -0.17575 
AI SE......  0.12491 
T-stat.....  -1.4070 
p.val......  0.15941 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  19346 


Estimate...  -0.40422 
AI SE......  0.037802 
T-stat.....  -10.693 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.4042155


s: 229 

Estimate...  -0.40946 
AI SE......  0.074663 
T-stat.....  -5.4842 
p.val......  4.1541e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  638 


Estimate...  -0.38957 
AI SE......  0.13850 
T-stat.....  -2.8127 
p.val......  0.0049122 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  619 


Estimate...  -0.3676 
AI SE......  0.063353 
T-stat.....  -5.8024 
p.val......  6.5361e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  714 


Estimate...  -0.27195 
AI SE......  0.13883 
T-stat.....  -1.9589 
p.val......  0.05013 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  19426 


Estimate...  -0.3678 
AI SE......  0.034310 
T-stat.....  -10.72 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3677966


s: 230 

Estimate...  -0.41146 
AI SE......  0.065844 
T-stat.....  -6.249 
p.val......  4.1313e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  702 


Estimate...  -0.57035 
AI SE......  0.10837 
T-stat.....  -5.2628 
p.val......  1.4187e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  654 


Estimate...  -0.32949 
AI SE......  0.061244 
T-stat.....  -5.3799 
p.val......  7.4535e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  718 


Estimate...  -0.37146 
AI SE......  0.13916 
T-stat.....  -2.6693 
p.val......  0.007602 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  20930 


Estimate...  -0.37511 
AI SE......  0.065925 
T-stat.....  -5.69 
p.val......  1.2702e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3751126


s: 231 

Estimate...  -0.39121 
AI SE......  0.071283 
T-stat.....  -5.4881 
p.val......  4.0618e-08 

Original number of observations..............  1000 
Original number of treated obs...............  546 
Matched number of observations...............  546 
Matched number of observations  (unweighted).  743 


Estimate...  -0.52269 
AI SE......  0.10583 
T-stat.....  -4.939 
p.val......  7.8505e-07 

Original number of observations..............  1000 
Original number of treated obs...............  546 
Matched number of observations...............  546 
Matched number of observations  (unweighted).  676 


Estimate...  -0.32857 
AI SE......  0.0602 
T-stat.....  -5.458 
p.val......  4.815e-08 

Original number of observations..............  1000 
Original number of treated obs...............  546 
Matched number of observations...............  546 
Matched number of observations  (unweighted).  794 


Estimate...  -0.33848 
AI SE......  0.11870 
T-stat.....  -2.8515 
p.val......  0.0043515 

Original number of observations..............  1000 
Original number of treated obs...............  546 
Matched number of observations...............  546 
Matched number of observations  (unweighted).  21276 


Estimate...  -0.41395 
AI SE......  0.038863 
T-stat.....  -10.652 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  546 
Matched number of observations...............  546 
Matched number of observations  (unweighted).  546 

           [,1]
[1,] -0.4139522


s: 232 

Estimate...  -0.37666 
AI SE......  0.073861 
T-stat.....  -5.0995 
p.val......  3.4048e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  666 


Estimate...  -0.56226 
AI SE......  0.14235 
T-stat.....  -3.9497 
p.val......  7.8234e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  628 


Estimate...  -0.32799 
AI SE......  0.062165 
T-stat.....  -5.2761 
p.val......  1.3195e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  650 


Estimate...  -0.56123 
AI SE......  0.14373 
T-stat.....  -3.9047 
p.val......  9.4332e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  20027 


Estimate...  -0.41413 
AI SE......  0.048445 
T-stat.....  -8.5483 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4141265


s: 233 

Estimate...  -0.35787 
AI SE......  0.069757 
T-stat.....  -5.1302 
p.val......  2.8951e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  668 


Estimate...  -0.4822 
AI SE......  0.12935 
T-stat.....  -3.728 
p.val......  0.00019299 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  616 


Estimate...  -0.41462 
AI SE......  0.072405 
T-stat.....  -5.7263 
p.val......  1.0263e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  689 


Estimate...  -0.46499 
AI SE......  0.12517 
T-stat.....  -3.715 
p.val......  0.00020319 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  20385 


Estimate...  -0.39543 
AI SE......  0.051961 
T-stat.....  -7.61 
p.val......  2.7311e-14 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3954278


s: 234 

Estimate...  -0.52441 
AI SE......  0.070632 
T-stat.....  -7.4245 
p.val......  1.1324e-13 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  674 


Estimate...  -0.41619 
AI SE......  0.1228 
T-stat.....  -3.3892 
p.val......  0.00070101 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  621 


Estimate...  -0.38552 
AI SE......  0.058795 
T-stat.....  -6.5571 
p.val......  5.4858e-11 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  737 


Estimate...  -0.436 
AI SE......  0.14664 
T-stat.....  -2.9733 
p.val......  0.0029461 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  20574 


Estimate...  -0.41463 
AI SE......  0.04856 
T-stat.....  -8.5386 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4146342


s: 235 

Estimate...  -0.49528 
AI SE......  0.09711 
T-stat.....  -5.1001 
p.val......  3.3939e-07 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  704 


Estimate...  -0.40521 
AI SE......  0.16651 
T-stat.....  -2.4335 
p.val......  0.014954 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  639 


Estimate...  -0.40191 
AI SE......  0.076305 
T-stat.....  -5.2671 
p.val......  1.3858e-07 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  711 


Estimate...  -0.44359 
AI SE......  0.13936 
T-stat.....  -3.1831 
p.val......  0.0014573 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  20884 


Estimate...  -0.40594 
AI SE......  0.07212 
T-stat.....  -5.6287 
p.val......  1.8154e-08 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  535 

           [,1]
[1,] -0.4059408


s: 236 

Estimate...  -0.48455 
AI SE......  0.12513 
T-stat.....  -3.8725 
p.val......  0.00010773 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  707 


Estimate...  -0.40499 
AI SE......  0.19711 
T-stat.....  -2.0546 
p.val......  0.039916 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  664 


Estimate...  -0.36436 
AI SE......  0.071686 
T-stat.....  -5.0827 
p.val......  3.7212e-07 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  732 


Estimate...  -0.46744 
AI SE......  0.12731 
T-stat.....  -3.6718 
p.val......  0.00024086 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  23892 


Estimate...  -0.34559 
AI SE......  0.06933 
T-stat.....  -4.9848 
p.val......  6.203e-07 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.3455939


s: 237 

Estimate...  -0.3695 
AI SE......  0.06771 
T-stat.....  -5.4571 
p.val......  4.8389e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  717 


Estimate...  -0.51207 
AI SE......  0.11156 
T-stat.....  -4.5901 
p.val......  4.4304e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  661 


Estimate...  -0.35319 
AI SE......  0.073568 
T-stat.....  -4.8008 
p.val......  1.5801e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  789 


Estimate...  -0.39239 
AI SE......  0.13654 
T-stat.....  -2.8739 
p.val......  0.0040547 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  18948 


Estimate...  -0.39901 
AI SE......  0.046974 
T-stat.....  -8.4944 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3990131


s: 238 

Estimate...  -0.38666 
AI SE......  0.063162 
T-stat.....  -6.1217 
p.val......  9.2564e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  692 


Estimate...  -0.36795 
AI SE......  0.10925 
T-stat.....  -3.368 
p.val......  0.00075725 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  611 


Estimate...  -0.31309 
AI SE......  0.05997 
T-stat.....  -5.2208 
p.val......  1.7815e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  724 


Estimate...  -0.3826 
AI SE......  0.12130 
T-stat.....  -3.1542 
p.val......  0.0016094 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  22500 


Estimate...  -0.37634 
AI SE......  0.05643 
T-stat.....  -6.6692 
p.val......  2.5718e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3763414


s: 239 

Estimate...  -0.38027 
AI SE......  0.072099 
T-stat.....  -5.2742 
p.val......  1.3331e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  663 


Estimate...  -0.62776 
AI SE......  0.15254 
T-stat.....  -4.1155 
p.val......  3.8638e-05 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  645 


Estimate...  -0.37843 
AI SE......  0.067484 
T-stat.....  -5.6077 
p.val......  2.0505e-08 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  755 


Estimate...  -0.57126 
AI SE......  0.15696 
T-stat.....  -3.6395 
p.val......  0.00027321 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  17921 


Estimate...  -0.39674 
AI SE......  0.064123 
T-stat.....  -6.1872 
p.val......  6.1248e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3967421


s: 240 

Estimate...  -0.34991 
AI SE......  0.074262 
T-stat.....  -4.7118 
p.val......  2.4551e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  674 


Estimate...  -0.54582 
AI SE......  0.12000 
T-stat.....  -4.5486 
p.val......  5.4009e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  628 


Estimate...  -0.29422 
AI SE......  0.064586 
T-stat.....  -4.5555 
p.val......  5.2265e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  722 


Estimate...  -0.69534 
AI SE......  0.18558 
T-stat.....  -3.7468 
p.val......  0.00017907 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  12759 


Estimate...  -0.37630 
AI SE......  0.052121 
T-stat.....  -7.2196 
p.val......  5.2136e-13 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3762961


s: 241 

Estimate...  -0.40477 
AI SE......  0.083714 
T-stat.....  -4.8352 
p.val......  1.3303e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  699 


Estimate...  -0.26340 
AI SE......  0.16762 
T-stat.....  -1.5714 
p.val......  0.11609 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  636 


Estimate...  -0.3435 
AI SE......  0.074797 
T-stat.....  -4.5925 
p.val......  4.3806e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  716 


Estimate...  -0.41401 
AI SE......  0.12918 
T-stat.....  -3.2049 
p.val......  0.0013511 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  20803 


Estimate...  -0.34835 
AI SE......  0.057429 
T-stat.....  -6.0658 
p.val......  1.3129e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3483534


s: 242 

Estimate...  -0.33584 
AI SE......  0.071071 
T-stat.....  -4.7254 
p.val......  2.2970e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  683 


Estimate...  -0.34656 
AI SE......  0.15206 
T-stat.....  -2.2791 
p.val......  0.022662 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  608 


Estimate...  -0.29259 
AI SE......  0.061613 
T-stat.....  -4.7487 
p.val......  2.0469e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  689 


Estimate...  -0.44229 
AI SE......  0.13068 
T-stat.....  -3.3845 
p.val......  0.00071305 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  18304 


Estimate...  -0.41415 
AI SE......  0.051168 
T-stat.....  -8.094 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

         [,1]
[1,] -0.41415


s: 243 

Estimate...  -0.41085 
AI SE......  0.069649 
T-stat.....  -5.8989 
p.val......  3.6594e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  706 


Estimate...  -0.59552 
AI SE......  0.12157 
T-stat.....  -4.8985 
p.val......  9.6559e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  638 


Estimate...  -0.40492 
AI SE......  0.064096 
T-stat.....  -6.3173 
p.val......  2.661e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  743 


Estimate...  -0.73004 
AI SE......  0.15291 
T-stat.....  -4.7742 
p.val......  1.8040e-06 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  16108 


Estimate...  -0.41634 
AI SE......  0.050822 
T-stat.....  -8.192 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4163388


s: 244 

Estimate...  -0.40813 
AI SE......  0.068547 
T-stat.....  -5.954 
p.val......  2.6162e-09 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  683 


Estimate...  -0.49448 
AI SE......  0.13107 
T-stat.....  -3.7727 
p.val......  0.00016149 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  616 


Estimate...  -0.2715 
AI SE......  0.061946 
T-stat.....  -4.3828 
p.val......  1.1714e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  710 


Estimate...  -0.44965 
AI SE......  0.11373 
T-stat.....  -3.9537 
p.val......  7.6953e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  20592 


Estimate...  -0.40256 
AI SE......  0.069538 
T-stat.....  -5.789 
p.val......  7.0811e-09 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.4025575


s: 245 

Estimate...  -0.28913 
AI SE......  0.07016 
T-stat.....  -4.1211 
p.val......  3.7708e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  639 


Estimate...  -0.48417 
AI SE......  0.14488 
T-stat.....  -3.3418 
p.val......  0.0008324 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  616 


Estimate...  -0.36999 
AI SE......  0.059448 
T-stat.....  -6.2238 
p.val......  4.8527e-10 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  667 


Estimate...  -0.41736 
AI SE......  0.15484 
T-stat.....  -2.6954 
p.val......  0.0070296 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  18956 


Estimate...  -0.39671 
AI SE......  0.050861 
T-stat.....  -7.7998 
p.val......  6.2172e-15 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3967071


s: 246 

Estimate...  -0.34918 
AI SE......  0.070176 
T-stat.....  -4.9758 
p.val......  6.4964e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  674 


Estimate...  -0.44665 
AI SE......  0.10165 
T-stat.....  -4.3938 
p.val......  1.1136e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  656 


Estimate...  -0.37179 
AI SE......  0.058131 
T-stat.....  -6.3957 
p.val......  1.5983e-10 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  737 


Estimate...  -0.43626 
AI SE......  0.12995 
T-stat.....  -3.3571 
p.val......  0.00078775 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  20704 


Estimate...  -0.32623 
AI SE......  0.057151 
T-stat.....  -5.7082 
p.val......  1.1419e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3262267


s: 247 

Estimate...  -0.3846 
AI SE......  0.067059 
T-stat.....  -5.7353 
p.val......  9.7334e-09 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  714 


Estimate...  -0.40564 
AI SE......  0.1301 
T-stat.....  -3.1179 
p.val......  0.0018212 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  644 


Estimate...  -0.36142 
AI SE......  0.066282 
T-stat.....  -5.4528 
p.val......  4.9583e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  734 


Estimate...  -0.28878 
AI SE......  0.24958 
T-stat.....  -1.1571 
p.val......  0.24725 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  12956 


Estimate...  -0.41377 
AI SE......  0.057419 
T-stat.....  -7.2062 
p.val......  5.7532e-13 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4137705


s: 248 

Estimate...  -0.44179 
AI SE......  0.083722 
T-stat.....  -5.2768 
p.val......  1.3143e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  680 


Estimate...  -0.48233 
AI SE......  0.13537 
T-stat.....  -3.563 
p.val......  0.00036665 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  652 


Estimate...  -0.34568 
AI SE......  0.058857 
T-stat.....  -5.8731 
p.val......  4.276e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  700 


Estimate...  -0.36504 
AI SE......  0.12229 
T-stat.....  -2.985 
p.val......  0.0028358 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  19632 


Estimate...  -0.41115 
AI SE......  0.049354 
T-stat.....  -8.3306 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4111477


s: 249 

Estimate...  -0.34636 
AI SE......  0.11012 
T-stat.....  -3.1453 
p.val......  0.0016593 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  665 


Estimate...  -0.35639 
AI SE......  0.15098 
T-stat.....  -2.3605 
p.val......  0.018248 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  609 


Estimate...  -0.34126 
AI SE......  0.073183 
T-stat.....  -4.6632 
p.val......  3.1137e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  740 


Estimate...  -0.3912 
AI SE......  0.1457 
T-stat.....  -2.6849 
p.val......  0.0072544 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  15396 


Estimate...  -0.3685 
AI SE......  0.064552 
T-stat.....  -5.7086 
p.val......  1.1391e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3684996


s: 250 

Estimate...  -0.3262 
AI SE......  0.08327 
T-stat.....  -3.9174 
p.val......  8.9524e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  693 


Estimate...  -0.30714 
AI SE......  0.17831 
T-stat.....  -1.7225 
p.val......  0.084972 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  612 


Estimate...  -0.38072 
AI SE......  0.066991 
T-stat.....  -5.6832 
p.val......  1.3222e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  737 


Estimate...  -0.48733 
AI SE......  0.18771 
T-stat.....  -2.5961 
p.val......  0.0094284 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  14878 


Estimate...  -0.41724 
AI SE......  0.051965 
T-stat.....  -8.0292 
p.val......  8.8818e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4172359


s: 251 

Estimate...  -0.32751 
AI SE......  0.08969 
T-stat.....  -3.6516 
p.val......  0.0002606 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  648 


Estimate...  -0.66833 
AI SE......  0.15450 
T-stat.....  -4.3258 
p.val......  1.5199e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  627 


Estimate...  -0.36483 
AI SE......  0.068684 
T-stat.....  -5.3117 
p.val......  1.0863e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  717 


Estimate...  -0.45458 
AI SE......  0.14953 
T-stat.....  -3.0401 
p.val......  0.0023651 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  16093 


Estimate...  -0.40828 
AI SE......  0.067473 
T-stat.....  -6.051 
p.val......  1.4398e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4082774


s: 252 

Estimate...  -0.44524 
AI SE......  0.074626 
T-stat.....  -5.9664 
p.val......  2.4262e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  664 


Estimate...  -0.60442 
AI SE......  0.14447 
T-stat.....  -4.1838 
p.val......  2.8673e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  611 


Estimate...  -0.30390 
AI SE......  0.065945 
T-stat.....  -4.6084 
p.val......  4.0570e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  720 


Estimate...  -0.18360 
AI SE......  0.12102 
T-stat.....  -1.5171 
p.val......  0.12923 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  19932 


Estimate...  -0.39704 
AI SE......  0.07147 
T-stat.....  -5.5554 
p.val......  2.7702e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3970433


s: 253 

Estimate...  -0.36322 
AI SE......  0.074973 
T-stat.....  -4.8446 
p.val......  1.2685e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  671 


Estimate...  -0.50501 
AI SE......  0.14225 
T-stat.....  -3.5501 
p.val......  0.00038516 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  618 


Estimate...  -0.33028 
AI SE......  0.062484 
T-stat.....  -5.2859 
p.val......  1.251e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  671 


Estimate...  -0.42373 
AI SE......  0.13938 
T-stat.....  -3.0401 
p.val......  0.0023650 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  15700 


Estimate...  -0.38357 
AI SE......  0.066352 
T-stat.....  -5.7808 
p.val......  7.4341e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3835664


s: 254 

Estimate...  -0.41682 
AI SE......  0.072753 
T-stat.....  -5.7292 
p.val......  1.0090e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  691 


Estimate...  -0.45845 
AI SE......  0.12710 
T-stat.....  -3.6069 
p.val......  0.00030991 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  643 


Estimate...  -0.40971 
AI SE......  0.06659 
T-stat.....  -6.1528 
p.val......  7.6125e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  728 


Estimate...  -0.40266 
AI SE......  0.14029 
T-stat.....  -2.8703 
p.val......  0.0041014 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  22295 


Estimate...  -0.40445 
AI SE......  0.066517 
T-stat.....  -6.0804 
p.val......  1.1990e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4044476


s: 255 

Estimate...  -0.46661 
AI SE......  0.076203 
T-stat.....  -6.1232 
p.val......  9.171e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  676 


Estimate...  -0.63112 
AI SE......  0.13024 
T-stat.....  -4.8457 
p.val......  1.2619e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  632 


Estimate...  -0.33694 
AI SE......  0.065404 
T-stat.....  -5.1517 
p.val......  2.5808e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  728 


Estimate...  -0.52415 
AI SE......  0.12824 
T-stat.....  -4.0872 
p.val......  4.3660e-05 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  19276 


Estimate...  -0.40104 
AI SE......  0.054134 
T-stat.....  -7.4082 
p.val......  1.2812e-13 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.4010376


s: 256 

Estimate...  -0.39711 
AI SE......  0.067823 
T-stat.....  -5.8551 
p.val......  4.7672e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  686 


Estimate...  -0.61087 
AI SE......  0.10729 
T-stat.....  -5.6935 
p.val......  1.2448e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  627 


Estimate...  -0.34240 
AI SE......  0.06211 
T-stat.....  -5.5129 
p.val......  3.5293e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  735 


Estimate...  -0.52232 
AI SE......  0.13089 
T-stat.....  -3.9906 
p.val......  6.591e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  18720 


Estimate...  -0.38094 
AI SE......  0.040121 
T-stat.....  -9.4948 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3809368


s: 257 

Estimate...  -0.43348 
AI SE......  0.08876 
T-stat.....  -4.8837 
p.val......  1.0412e-06 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  687 


Estimate...  -0.67315 
AI SE......  0.13327 
T-stat.....  -5.0511 
p.val......  4.3928e-07 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  639 


Estimate...  -0.41361 
AI SE......  0.068693 
T-stat.....  -6.0211 
p.val......  1.7325e-09 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  731 


Estimate...  -0.95227 
AI SE......  0.20775 
T-stat.....  -4.5838 
p.val......  4.5654e-06 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  12150 


Estimate...  -0.42745 
AI SE......  0.043217 
T-stat.....  -9.8908 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  535 

           [,1]
[1,] -0.4274527


s: 258 

Estimate...  -0.42028 
AI SE......  0.098175 
T-stat.....  -4.2809 
p.val......  1.8611e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  679 


Estimate...  -0.6993 
AI SE......  0.17447 
T-stat.....  -4.0081 
p.val......  6.1202e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  616 


Estimate...  -0.41933 
AI SE......  0.073395 
T-stat.....  -5.7133 
p.val......  1.1083e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  723 


Estimate...  -0.50165 
AI SE......  0.16253 
T-stat.....  -3.0864 
p.val......  0.0020260 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18393 


Estimate...  -0.34883 
AI SE......  0.054616 
T-stat.....  -6.3869 
p.val......  1.6930e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3488265


s: 259 

Estimate...  -0.34171 
AI SE......  0.077975 
T-stat.....  -4.3823 
p.val......  1.1741e-05 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  685 


Estimate...  -0.43957 
AI SE......  0.117 
T-stat.....  -3.757 
p.val......  0.00017198 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  602 


Estimate...  -0.37547 
AI SE......  0.067568 
T-stat.....  -5.557 
p.val......  2.7453e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  722 


Estimate...  -0.4346 
AI SE......  0.16319 
T-stat.....  -2.6632 
p.val......  0.0077412 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  21156 


Estimate...  -0.41745 
AI SE......  0.050146 
T-stat.....  -8.3247 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

          [,1]
[1,] -0.417454


s: 260 

Estimate...  -0.42232 
AI SE......  0.083655 
T-stat.....  -5.0484 
p.val......  4.4561e-07 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  681 


Estimate...  -0.46782 
AI SE......  0.12571 
T-stat.....  -3.7214 
p.val......  0.00019815 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  637 


Estimate...  -0.4767 
AI SE......  0.069795 
T-stat.....  -6.8301 
p.val......  8.4865e-12 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  732 


Estimate...  -0.34297 
AI SE......  0.14080 
T-stat.....  -2.4358 
p.val......  0.014857 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  18317 


Estimate...  -0.37374 
AI SE......  0.063074 
T-stat.....  -5.9255 
p.val......  3.1142e-09 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3737443


s: 261 

Estimate...  -0.34631 
AI SE......  0.079451 
T-stat.....  -4.3588 
p.val......  1.3076e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  689 


Estimate...  -0.48883 
AI SE......  0.14809 
T-stat.....  -3.3008 
p.val......  0.00096413 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  649 


Estimate...  -0.31812 
AI SE......  0.066426 
T-stat.....  -4.7891 
p.val......  1.6749e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  746 


Estimate...  -0.22226 
AI SE......  0.19516 
T-stat.....  -1.1389 
p.val......  0.25476 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  14105 


Estimate...  -0.39264 
AI SE......  0.069932 
T-stat.....  -5.6147 
p.val......  1.9693e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

          [,1]
[1,] -0.392643


s: 262 

Estimate...  -0.40605 
AI SE......  0.077603 
T-stat.....  -5.2324 
p.val......  1.6733e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  677 


Estimate...  -0.46536 
AI SE......  0.14587 
T-stat.....  -3.1901 
p.val......  0.0014222 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  624 


Estimate...  -0.32647 
AI SE......  0.064893 
T-stat.....  -5.031 
p.val......  4.8803e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  716 


Estimate...  -0.37017 
AI SE......  0.15325 
T-stat.....  -2.4155 
p.val......  0.015714 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  20672 


Estimate...  -0.38292 
AI SE......  0.032646 
T-stat.....  -11.730 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3829238


s: 263 

Estimate...  -0.41792 
AI SE......  0.08396 
T-stat.....  -4.9776 
p.val......  6.4365e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  657 


Estimate...  -0.73689 
AI SE......  0.19134 
T-stat.....  -3.8512 
p.val......  0.00011753 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  639 


Estimate...  -0.42223 
AI SE......  0.074518 
T-stat.....  -5.6661 
p.val......  1.4607e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  704 


Estimate...  -0.53858 
AI SE......  0.14479 
T-stat.....  -3.7197 
p.val......  0.00019949 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  19404 


Estimate...  -0.38957 
AI SE......  0.066633 
T-stat.....  -5.8465 
p.val......  5.0212e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3895678


s: 264 

Estimate...  -0.31669 
AI SE......  0.073509 
T-stat.....  -4.3082 
p.val......  1.6460e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  678 


Estimate...  -0.40022 
AI SE......  0.10828 
T-stat.....  -3.6962 
p.val......  0.00021888 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  654 


Estimate...  -0.36264 
AI SE......  0.065033 
T-stat.....  -5.5762 
p.val......  2.4582e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  746 


Estimate...  -0.39667 
AI SE......  0.12458 
T-stat.....  -3.1839 
p.val......  0.0014528 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  20329 


Estimate...  -0.36170 
AI SE......  0.027498 
T-stat.....  -13.154 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3617049


s: 265 

Estimate...  -0.37984 
AI SE......  0.078017 
T-stat.....  -4.8687 
p.val......  1.1235e-06 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  694 


Estimate...  -0.45684 
AI SE......  0.10955 
T-stat.....  -4.1702 
p.val......  3.0434e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  648 


Estimate...  -0.38736 
AI SE......  0.062029 
T-stat.....  -6.2448 
p.val......  4.2428e-10 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  728 


Estimate...  -0.41482 
AI SE......  0.1511 
T-stat.....  -2.7453 
p.val......  0.0060448 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  16927 


Estimate...  -0.43465 
AI SE......  0.06922 
T-stat.....  -6.2792 
p.val......  3.4029e-10 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.4346472


s: 266 

Estimate...  -0.49611 
AI SE......  0.070717 
T-stat.....  -7.0154 
p.val......  2.2928e-12 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  708 


Estimate...  -0.4433 
AI SE......  0.12160 
T-stat.....  -3.6456 
p.val......  0.00026674 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  595 


Estimate...  -0.40405 
AI SE......  0.063202 
T-stat.....  -6.393 
p.val......  1.626e-10 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  704 


Estimate...  -0.32057 
AI SE......  0.15213 
T-stat.....  -2.1073 
p.val......  0.035095 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  19984 


Estimate...  -0.38049 
AI SE......  0.058713 
T-stat.....  -6.4806 
p.val......  9.1376e-11 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3804911


s: 267 

Estimate...  -0.49322 
AI SE......  0.070532 
T-stat.....  -6.9929 
p.val......  2.6934e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  687 


Estimate...  -0.71481 
AI SE......  0.16508 
T-stat.....  -4.3302 
p.val......  1.4900e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  638 


Estimate...  -0.46041 
AI SE......  0.065332 
T-stat.....  -7.0471 
p.val......  1.8263e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  698 


Estimate...  -0.63853 
AI SE......  0.15387 
T-stat.....  -4.1499 
p.val......  3.3264e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18016 


Estimate...  -0.38745 
AI SE......  0.059569 
T-stat.....  -6.5042 
p.val......  7.8126e-11 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3874482


s: 268 

Estimate...  -0.35706 
AI SE......  0.07454 
T-stat.....  -4.7902 
p.val......  1.6664e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  669 


Estimate...  -0.42325 
AI SE......  0.16356 
T-stat.....  -2.5878 
p.val......  0.0096595 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  624 


Estimate...  -0.39284 
AI SE......  0.069678 
T-stat.....  -5.638 
p.val......  1.7206e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  702 


Estimate...  -0.47416 
AI SE......  0.14253 
T-stat.....  -3.3268 
p.val......  0.00087859 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  23260 


Estimate...  -0.35478 
AI SE......  0.075749 
T-stat.....  -4.6837 
p.val......  2.8176e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  664 

           [,1]
[1,] -0.3547845


s: 269 

Estimate...  -0.55293 
AI SE......  0.071136 
T-stat.....  -7.7729 
p.val......  7.7716e-15 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  697 


Estimate...  -0.76254 
AI SE......  0.15522 
T-stat.....  -4.9127 
p.val......  8.9853e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  639 


Estimate...  -0.37492 
AI SE......  0.065526 
T-stat.....  -5.7218 
p.val......  1.0541e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  713 


Estimate...  -0.5576 
AI SE......  0.11183 
T-stat.....  -4.986 
p.val......  6.1629e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  25433 


Estimate...  -0.43525 
AI SE......  0.057833 
T-stat.....  -7.5259 
p.val......  5.2403e-14 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4352471


s: 270 

Estimate...  -0.36467 
AI SE......  0.082926 
T-stat.....  -4.3976 
p.val......  1.0946e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  701 


Estimate...  -0.40095 
AI SE......  0.14027 
T-stat.....  -2.8583 
p.val......  0.0042586 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  646 


Estimate...  -0.33319 
AI SE......  0.066602 
T-stat.....  -5.0028 
p.val......  5.6517e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  733 


Estimate...  -0.37094 
AI SE......  0.15676 
T-stat.....  -2.3662 
p.val......  0.017970 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  22032 


Estimate...  -0.37435 
AI SE......  0.061744 
T-stat.....  -6.063 
p.val......  1.3358e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3743537


s: 271 

Estimate...  -0.42041 
AI SE......  0.072708 
T-stat.....  -5.7822 
p.val......  7.3746e-09 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  654 


Estimate...  -0.55245 
AI SE......  0.12314 
T-stat.....  -4.4863 
p.val......  7.2475e-06 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  592 


Estimate...  -0.47064 
AI SE......  0.065619 
T-stat.....  -7.1723 
p.val......  7.3763e-13 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  681 


Estimate...  -0.66283 
AI SE......  0.13113 
T-stat.....  -5.0549 
p.val......  4.3053e-07 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  19188 


Estimate...  -0.42838 
AI SE......  0.052151 
T-stat.....  -8.2144 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

          [,1]
[1,] -0.428385


s: 272 

Estimate...  -0.42241 
AI SE......  0.066953 
T-stat.....  -6.309 
p.val......  2.8081e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  665 


Estimate...  -0.58531 
AI SE......  0.13714 
T-stat.....  -4.2681 
p.val......  1.9713e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  624 


Estimate...  -0.24543 
AI SE......  0.068518 
T-stat.....  -3.5819 
p.val......  0.00034105 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  672 


Estimate...  -0.51137 
AI SE......  0.16854 
T-stat.....  -3.0341 
p.val......  0.0024127 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  17002 


Estimate...  -0.45755 
AI SE......  0.053497 
T-stat.....  -8.5529 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4575514


s: 273 

Estimate...  -0.32049 
AI SE......  0.07275 
T-stat.....  -4.4053 
p.val......  1.0564e-05 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  726 


Estimate...  -0.48752 
AI SE......  0.19593 
T-stat.....  -2.4883 
p.val......  0.012837 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  640 


Estimate...  -0.47161 
AI SE......  0.06965 
T-stat.....  -6.7712 
p.val......  1.2772e-11 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  810 


Estimate...  -0.32505 
AI SE......  0.12777 
T-stat.....  -2.5441 
p.val......  0.010957 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  22959 


Estimate...  -0.3439 
AI SE......  0.043211 
T-stat.....  -7.9586 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  543 

           [,1]
[1,] -0.3439025


s: 274 

Estimate...  -0.42771 
AI SE......  0.099545 
T-stat.....  -4.2967 
p.val......  1.7338e-05 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  738 


Estimate...  -0.42822 
AI SE......  0.18099 
T-stat.....  -2.366 
p.val......  0.017982 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  624 


Estimate...  -0.39876 
AI SE......  0.073717 
T-stat.....  -5.4094 
p.val......  6.3238e-08 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  729 


Estimate...  -0.19537 
AI SE......  0.13272 
T-stat.....  -1.4721 
p.val......  0.14100 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  17739 


Estimate...  -0.38141 
AI SE......  0.052109 
T-stat.....  -7.3195 
p.val......  2.4891e-13 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  543 

           [,1]
[1,] -0.3814066


s: 275 

Estimate...  -0.43568 
AI SE......  0.069023 
T-stat.....  -6.3121 
p.val......  2.7524e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  698 


Estimate...  -0.59577 
AI SE......  0.10447 
T-stat.....  -5.7028 
p.val......  1.1783e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  647 


Estimate...  -0.3556 
AI SE......  0.061469 
T-stat.....  -5.785 
p.val......  7.2498e-09 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  716 


Estimate...  -0.6722 
AI SE......  0.11287 
T-stat.....  -5.9553 
p.val......  2.5952e-09 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  22178 


Estimate...  -0.38523 
AI SE......  0.058071 
T-stat.....  -6.6338 
p.val......  3.2719e-11 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3852328


s: 276 

Estimate...  -0.42046 
AI SE......  0.069179 
T-stat.....  -6.0778 
p.val......  1.2184e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  696 


Estimate...  -0.38369 
AI SE......  0.10969 
T-stat.....  -3.4979 
p.val......  0.00046901 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  649 


Estimate...  -0.40062 
AI SE......  0.06365 
T-stat.....  -6.2941 
p.val......  3.0916e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  705 


Estimate...  -0.50437 
AI SE......  0.12813 
T-stat.....  -3.9365 
p.val......  8.2693e-05 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  22160 


Estimate...  -0.40759 
AI SE......  0.045999 
T-stat.....  -8.8608 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4075914


s: 277 

Estimate...  -0.41591 
AI SE......  0.06981 
T-stat.....  -5.9577 
p.val......  2.5576e-09 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  702 


Estimate...  -0.6077 
AI SE......  0.10985 
T-stat.....  -5.5321 
p.val......  3.1637e-08 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  663 


Estimate...  -0.29374 
AI SE......  0.05755 
T-stat.....  -5.1042 
p.val......  3.3223e-07 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  765 


Estimate...  -0.47201 
AI SE......  0.10510 
T-stat.....  -4.4909 
p.val......  7.0907e-06 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  22667 


Estimate...  -0.40563 
AI SE......  0.056238 
T-stat.....  -7.2127 
p.val......  5.4845e-13 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.4056264


s: 278 

Estimate...  -0.50096 
AI SE......  0.077352 
T-stat.....  -6.4764 
p.val......  9.3955e-11 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  683 


Estimate...  -0.53374 
AI SE......  0.13987 
T-stat.....  -3.8159 
p.val......  0.00013567 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  655 


Estimate...  -0.42952 
AI SE......  0.06983 
T-stat.....  -6.1509 
p.val......  7.7063e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  693 


Estimate...  -0.38494 
AI SE......  0.15527 
T-stat.....  -2.4791 
p.val......  0.013170 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  21343 


Estimate...  -0.43331 
AI SE......  0.062435 
T-stat.....  -6.9402 
p.val......  3.9166e-12 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4333056


s: 279 

Estimate...  -0.36981 
AI SE......  0.10232 
T-stat.....  -3.6141 
p.val......  0.00030142 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  694 


Estimate...  -0.38031 
AI SE......  0.14648 
T-stat.....  -2.5964 
p.val......  0.0094209 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  624 


Estimate...  -0.32100 
AI SE......  0.065395 
T-stat.....  -4.9085 
p.val......  9.1755e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  730 


Estimate...  -0.43862 
AI SE......  0.14386 
T-stat.....  -3.049 
p.val......  0.0022963 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  17312 


Estimate...  -0.3718 
AI SE......  0.048764 
T-stat.....  -7.6244 
p.val......  2.4425e-14 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3717979


s: 280 

Estimate...  -0.37948 
AI SE......  0.067963 
T-stat.....  -5.5836 
p.val......  2.3557e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  699 


Estimate...  -0.29896 
AI SE......  0.16061 
T-stat.....  -1.8614 
p.val......  0.062691 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  631 


Estimate...  -0.34787 
AI SE......  0.064691 
T-stat.....  -5.3774 
p.val......  7.5568e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  689 


Estimate...  -0.28289 
AI SE......  0.12405 
T-stat.....  -2.2804 
p.val......  0.022581 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  25025 


Estimate...  -0.39382 
AI SE......  0.048515 
T-stat.....  -8.1175 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3938223


s: 281 

Estimate...  -0.32436 
AI SE......  0.077693 
T-stat.....  -4.1749 
p.val......  2.9813e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  691 


Estimate...  -0.51637 
AI SE......  0.12744 
T-stat.....  -4.052 
p.val......  5.0783e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  621 


Estimate...  -0.36627 
AI SE......  0.063681 
T-stat.....  -5.7517 
p.val......  8.8337e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  713 


Estimate...  -0.41211 
AI SE......  0.14230 
T-stat.....  -2.8961 
p.val......  0.0037783 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  19374 


Estimate...  -0.38881 
AI SE......  0.063159 
T-stat.....  -6.1561 
p.val......  7.4574e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3888096


s: 282 

Estimate...  -0.34622 
AI SE......  0.074364 
T-stat.....  -4.6558 
p.val......  3.2279e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  687 


Estimate...  -0.49987 
AI SE......  0.14502 
T-stat.....  -3.447 
p.val......  0.00056685 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  642 


Estimate...  -0.27591 
AI SE......  0.05939 
T-stat.....  -4.6457 
p.val......  3.3895e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  708 


Estimate...  -0.59868 
AI SE......  0.18181 
T-stat.....  -3.2928 
p.val......  0.00099182 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  15534 


Estimate...  -0.35799 
AI SE......  0.037633 
T-stat.....  -9.5127 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3579892


s: 283 

Estimate...  -0.41644 
AI SE......  0.070228 
T-stat.....  -5.9298 
p.val......  3.0328e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  692 


Estimate...  -0.26851 
AI SE......  0.15249 
T-stat.....  -1.7609 
p.val......  0.078261 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  617 


Estimate...  -0.31325 
AI SE......  0.065793 
T-stat.....  -4.7611 
p.val......  1.9253e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  702 


Estimate...  -0.61856 
AI SE......  0.16088 
T-stat.....  -3.8448 
p.val......  0.00012064 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  17351 


Estimate...  -0.37668 
AI SE......  0.055509 
T-stat.....  -6.7859 
p.val......  1.1539e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3766787


s: 284 

Estimate...  -0.43053 
AI SE......  0.070016 
T-stat.....  -6.1491 
p.val......  7.7924e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  694 


Estimate...  -0.48082 
AI SE......  0.10586 
T-stat.....  -4.5422 
p.val......  5.5662e-06 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  681 


Estimate...  -0.37204 
AI SE......  0.065455 
T-stat.....  -5.6838 
p.val......  1.3172e-08 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  726 


Estimate...  -0.56558 
AI SE......  0.13286 
T-stat.....  -4.2570 
p.val......  2.0723e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  25143 


Estimate...  -0.37884 
AI SE......  0.052158 
T-stat.....  -7.2634 
p.val......  3.7748e-13 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.3788434


s: 285 

Estimate...  -0.45272 
AI SE......  0.076737 
T-stat.....  -5.8996 
p.val......  3.6437e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  682 


Estimate...  -0.63517 
AI SE......  0.14839 
T-stat.....  -4.2803 
p.val......  1.8667e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  638 


Estimate...  -0.35515 
AI SE......  0.070987 
T-stat.....  -5.003 
p.val......  5.644e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  766 


Estimate...  -0.22215 
AI SE......  0.13556 
T-stat.....  -1.6388 
p.val......  0.10125 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  20341 


Estimate...  -0.39068 
AI SE......  0.05062 
T-stat.....  -7.718 
p.val......  1.1768e-14 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3906803


s: 286 

Estimate...  -0.32586 
AI SE......  0.072594 
T-stat.....  -4.4888 
p.val......  7.163e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  701 


Estimate...  -0.50447 
AI SE......  0.11224 
T-stat.....  -4.4945 
p.val......  6.9734e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  640 


Estimate...  -0.33087 
AI SE......  0.062725 
T-stat.....  -5.275 
p.val......  1.3279e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  692 


Estimate...  -0.23596 
AI SE......  0.2382 
T-stat.....  -0.9906 
p.val......  0.32188 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  17642 


Estimate...  -0.38397 
AI SE......  0.037516 
T-stat.....  -10.235 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.3839718


s: 287 

Estimate...  -0.45381 
AI SE......  0.084748 
T-stat.....  -5.3548 
p.val......  8.5663e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  712 


Estimate...  -0.38354 
AI SE......  0.13046 
T-stat.....  -2.9399 
p.val......  0.003283 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  695 


Estimate...  -0.34448 
AI SE......  0.064596 
T-stat.....  -5.3329 
p.val......  9.666e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  761 


Estimate...  -0.26424 
AI SE......  0.15292 
T-stat.....  -1.7280 
p.val......  0.083984 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  21189 


Estimate...  -0.38846 
AI SE......  0.033473 
T-stat.....  -11.605 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

          [,1]
[1,] -0.388458


s: 288 

Estimate...  -0.39594 
AI SE......  0.070677 
T-stat.....  -5.6021 
p.val......  2.1171e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  636 


Estimate...  -0.43758 
AI SE......  0.17880 
T-stat.....  -2.4473 
p.val......  0.014394 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  671 


Estimate...  -0.3987 
AI SE......  0.068348 
T-stat.....  -5.8334 
p.val......  5.432e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  739 


Estimate...  -0.58708 
AI SE......  0.17282 
T-stat.....  -3.397 
p.val......  0.00068127 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  15217 


Estimate...  -0.43633 
AI SE......  0.066019 
T-stat.....  -6.6092 
p.val......  3.8653e-11 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4363308


s: 289 

Estimate...  -0.43507 
AI SE......  0.072757 
T-stat.....  -5.9798 
p.val......  2.2338e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  686 


Estimate...  -0.5431 
AI SE......  0.12661 
T-stat.....  -4.2895 
p.val......  1.7907e-05 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  663 


Estimate...  -0.3736 
AI SE......  0.058934 
T-stat.....  -6.3393 
p.val......  2.3087e-10 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  757 


Estimate...  -0.35543 
AI SE......  0.16618 
T-stat.....  -2.1389 
p.val......  0.032448 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  16894 


Estimate...  -0.39402 
AI SE......  0.06034 
T-stat.....  -6.5299 
p.val......  6.5809e-11 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3940182


s: 290 

Estimate...  -0.40703 
AI SE......  0.078532 
T-stat.....  -5.183 
p.val......  2.184e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  721 


Estimate...  -0.62848 
AI SE......  0.16198 
T-stat.....  -3.8801 
p.val......  0.00010441 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  663 


Estimate...  -0.30009 
AI SE......  0.069192 
T-stat.....  -4.337 
p.val......  1.4441e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  742 


Estimate...  -0.3831 
AI SE......  0.15687 
T-stat.....  -2.4421 
p.val......  0.014602 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  11835 


Estimate...  -0.40257 
AI SE......  0.058418 
T-stat.....  -6.8912 
p.val......  5.5314e-12 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4025718


s: 291 

Estimate...  -0.38368 
AI SE......  0.067265 
T-stat.....  -5.7041 
p.val......  1.1695e-08 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  736 


Estimate...  -0.69399 
AI SE......  0.10660 
T-stat.....  -6.5104 
p.val......  7.4958e-11 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  657 


Estimate...  -0.3369 
AI SE......  0.063979 
T-stat.....  -5.2658 
p.val......  1.3959e-07 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  769 


Estimate...  -0.37039 
AI SE......  0.21037 
T-stat.....  -1.7606 
p.val......  0.078305 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  16744 


Estimate...  -0.42604 
AI SE......  0.052724 
T-stat.....  -8.0805 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.4260355


s: 292 

Estimate...  -0.47202 
AI SE......  0.082667 
T-stat.....  -5.7098 
p.val......  1.1310e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  679 


Estimate...  -0.50995 
AI SE......  0.15467 
T-stat.....  -3.2971 
p.val......  0.0009769 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  626 


Estimate...  -0.35653 
AI SE......  0.067359 
T-stat.....  -5.293 
p.val......  1.2034e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  714 


Estimate...  -0.40433 
AI SE......  0.14029 
T-stat.....  -2.8822 
p.val......  0.0039489 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  20042 


Estimate...  -0.43481 
AI SE......  0.051237 
T-stat.....  -8.4862 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4348088


s: 293 

Estimate...  -0.46741 
AI SE......  0.07265 
T-stat.....  -6.4338 
p.val......  1.2448e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  714 


Estimate...  -0.53414 
AI SE......  0.12599 
T-stat.....  -4.2394 
p.val......  2.2409e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  639 


Estimate...  -0.34715 
AI SE......  0.061891 
T-stat.....  -5.609 
p.val......  2.0348e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  736 


Estimate...  -0.21931 
AI SE......  0.14478 
T-stat.....  -1.5148 
p.val......  0.12982 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  21162 


Estimate...  -0.38509 
AI SE......  0.054843 
T-stat.....  -7.0217 
p.val......  2.1914e-12 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3850922


s: 294 

Estimate...  -0.38693 
AI SE......  0.077201 
T-stat.....  -5.012 
p.val......  5.3874e-07 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  659 


Estimate...  -0.45950 
AI SE......  0.10675 
T-stat.....  -4.3045 
p.val......  1.6737e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  619 


Estimate...  -0.42259 
AI SE......  0.063702 
T-stat.....  -6.6338 
p.val......  3.2710e-11 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  678 


Estimate...  -0.46699 
AI SE......  0.13074 
T-stat.....  -3.5719 
p.val......  0.00035442 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  29170 


Estimate...  -0.39183 
AI SE......  0.069117 
T-stat.....  -5.6691 
p.val......  1.4358e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3918309


s: 295 

Estimate...  -0.40484 
AI SE......  0.090182 
T-stat.....  -4.4891 
p.val......  7.151e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  694 


Estimate...  -0.3936 
AI SE......  0.14143 
T-stat.....  -2.7830 
p.val......  0.0053851 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  653 


Estimate...  -0.30279 
AI SE......  0.064806 
T-stat.....  -4.6722 
p.val......  2.9799e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  696 


Estimate...  -0.58424 
AI SE......  0.15426 
T-stat.....  -3.7873 
p.val......  0.0001523 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  19374 


Estimate...  -0.3743 
AI SE......  0.048854 
T-stat.....  -7.6617 
p.val......  1.8430e-14 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3743003


s: 296 

Estimate...  -0.47206 
AI SE......  0.082797 
T-stat.....  -5.7015 
p.val......  1.1879e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  634 


Estimate...  -0.47041 
AI SE......  0.13211 
T-stat.....  -3.5607 
p.val......  0.00036991 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  616 


Estimate...  -0.21972 
AI SE......  0.075209 
T-stat.....  -2.9214 
p.val......  0.0034842 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  731 


Estimate...  -0.33336 
AI SE......  0.16101 
T-stat.....  -2.0704 
p.val......  0.038416 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  16025 


Estimate...  -0.42433 
AI SE......  0.065214 
T-stat.....  -6.5067 
p.val......  7.6823e-11 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4243268


s: 297 

Estimate...  -0.44599 
AI SE......  0.0753 
T-stat.....  -5.9228 
p.val......  3.1642e-09 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  694 


Estimate...  -0.64961 
AI SE......  0.15686 
T-stat.....  -4.1415 
p.val......  3.4511e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  648 


Estimate...  -0.30819 
AI SE......  0.062237 
T-stat.....  -4.9519 
p.val......  7.3497e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  731 


Estimate...  -0.45751 
AI SE......  0.13587 
T-stat.....  -3.3674 
p.val......  0.00075893 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  22110 


Estimate...  -0.47272 
AI SE......  0.071906 
T-stat.....  -6.5742 
p.val......  4.8914e-11 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4727216


s: 298 

Estimate...  -0.44524 
AI SE......  0.087731 
T-stat.....  -5.075 
p.val......  3.8751e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  736 


Estimate...  -0.6935 
AI SE......  0.20066 
T-stat.....  -3.4561 
p.val......  0.00054796 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  660 


Estimate...  -0.48183 
AI SE......  0.069137 
T-stat.....  -6.9692 
p.val......  3.1883e-12 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  753 


Estimate...  -0.53431 
AI SE......  0.13111 
T-stat.....  -4.0753 
p.val......  4.5945e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  20943 


Estimate...  -0.36457 
AI SE......  0.034405 
T-stat.....  -10.597 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3645714


s: 299 

Estimate...  -0.39372 
AI SE......  0.071643 
T-stat.....  -5.4956 
p.val......  3.8947e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  675 


Estimate...  -0.67998 
AI SE......  0.14537 
T-stat.....  -4.6775 
p.val......  2.9046e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  655 


Estimate...  -0.38854 
AI SE......  0.060332 
T-stat.....  -6.4401 
p.val......  1.1941e-10 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  716 


Estimate...  -0.26694 
AI SE......  0.15081 
T-stat.....  -1.7701 
p.val......  0.076714 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  16594 


Estimate...  -0.40244 
AI SE......  0.028819 
T-stat.....  -13.964 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.4024386


s: 300 

Estimate...  -0.48269 
AI SE......  0.06993 
T-stat.....  -6.9025 
p.val......  5.1101e-12 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  712 


Estimate...  -0.54953 
AI SE......  0.12411 
T-stat.....  -4.4277 
p.val......  9.526e-06 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  654 


Estimate...  -0.35790 
AI SE......  0.065263 
T-stat.....  -5.484 
p.val......  4.1578e-08 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  740 


Estimate...  -0.41884 
AI SE......  0.12018 
T-stat.....  -3.485 
p.val......  0.00049217 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  20619 


Estimate...  -0.42732 
AI SE......  0.059787 
T-stat.....  -7.1474 
p.val......  8.8418e-13 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.4273235


s: 301 

Estimate...  -0.35309 
AI SE......  0.079036 
T-stat.....  -4.4675 
p.val......  7.914e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  693 


Estimate...  -0.4403 
AI SE......  0.14227 
T-stat.....  -3.0948 
p.val......  0.0019694 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  632 


Estimate...  -0.36516 
AI SE......  0.070395 
T-stat.....  -5.1873 
p.val......  2.1335e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  721 


Estimate...  -0.29049 
AI SE......  0.16331 
T-stat.....  -1.7788 
p.val......  0.075278 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  15878 


Estimate...  -0.37766 
AI SE......  0.074471 
T-stat.....  -5.0712 
p.val......  3.9536e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  792 

           [,1]
[1,] -0.3776579


s: 302 

Estimate...  -0.41142 
AI SE......  0.069053 
T-stat.....  -5.9581 
p.val......  2.5522e-09 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  732 


Estimate...  -0.44153 
AI SE......  0.11219 
T-stat.....  -3.9356 
p.val......  8.2977e-05 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  678 


Estimate...  -0.25921 
AI SE......  0.063771 
T-stat.....  -4.0647 
p.val......  4.8095e-05 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  751 


Estimate...  -0.23975 
AI SE......  0.18532 
T-stat.....  -1.2937 
p.val......  0.19577 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  15649 


Estimate...  -0.36845 
AI SE......  0.057684 
T-stat.....  -6.3874 
p.val......  1.6872e-10 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  535 

           [,1]
[1,] -0.3684502


s: 303 

Estimate...  -0.37610 
AI SE......  0.068742 
T-stat.....  -5.4712 
p.val......  4.4693e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  682 


Estimate...  -0.42877 
AI SE......  0.13726 
T-stat.....  -3.1239 
p.val......  0.0017850 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  651 


Estimate...  -0.45257 
AI SE......  0.065345 
T-stat.....  -6.9258 
p.val......  4.3345e-12 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  716 


Estimate...  -0.38331 
AI SE......  0.13492 
T-stat.....  -2.8411 
p.val......  0.0044963 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  19860 


Estimate...  -0.39403 
AI SE......  0.063986 
T-stat.....  -6.1581 
p.val......  7.3637e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3940279


s: 304 

Estimate...  -0.38605 
AI SE......  0.076534 
T-stat.....  -5.0442 
p.val......  4.5545e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  705 


Estimate...  -0.47158 
AI SE......  0.11899 
T-stat.....  -3.9633 
p.val......  7.3921e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  638 


Estimate...  -0.36216 
AI SE......  0.065358 
T-stat.....  -5.5411 
p.val......  3.0059e-08 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  712 


Estimate...  -0.32757 
AI SE......  0.11964 
T-stat.....  -2.7380 
p.val......  0.0061822 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  25050 


Estimate...  -0.42233 
AI SE......  0.053209 
T-stat.....  -7.937 
p.val......  1.9984e-15 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.4223253


s: 305 

Estimate...  -0.34684 
AI SE......  0.07115 
T-stat.....  -4.8748 
p.val......  1.0894e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  647 


Estimate...  -0.38408 
AI SE......  0.10555 
T-stat.....  -3.6387 
p.val......  0.00027397 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  623 


Estimate...  -0.33795 
AI SE......  0.064618 
T-stat.....  -5.23 
p.val......  1.6951e-07 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  711 


Estimate...  -0.36624 
AI SE......  0.12204 
T-stat.....  -3.0009 
p.val......  0.0026914 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  19493 


Estimate...  -0.38748 
AI SE......  0.057745 
T-stat.....  -6.7102 
p.val......  1.9429e-11 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3874841


s: 306 

Estimate...  -0.41487 
AI SE......  0.076438 
T-stat.....  -5.4276 
p.val......  5.712e-08 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  704 


Estimate...  -0.54664 
AI SE......  0.10973 
T-stat.....  -4.9818 
p.val......  6.3004e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  623 


Estimate...  -0.38034 
AI SE......  0.065665 
T-stat.....  -5.7921 
p.val......  6.9522e-09 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  692 


Estimate...  -0.56435 
AI SE......  0.16609 
T-stat.....  -3.3977 
p.val......  0.00067946 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  19339 


Estimate...  -0.39850 
AI SE......  0.047001 
T-stat.....  -8.4786 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3985049


s: 307 

Estimate...  -0.34394 
AI SE......  0.071858 
T-stat.....  -4.7864 
p.val......  1.6978e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  687 


Estimate...  -0.37078 
AI SE......  0.14931 
T-stat.....  -2.4832 
p.val......  0.013021 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  636 


Estimate...  -0.37641 
AI SE......  0.069555 
T-stat.....  -5.4116 
p.val......  6.2454e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  717 


Estimate...  -0.59347 
AI SE......  0.12480 
T-stat.....  -4.7554 
p.val......  1.9802e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  21882 


Estimate...  -0.4216 
AI SE......  0.059962 
T-stat.....  -7.0311 
p.val......  2.0486e-12 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4215983


s: 308 

Estimate...  -0.34714 
AI SE......  0.07361 
T-stat.....  -4.7159 
p.val......  2.4068e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  669 


Estimate...  -0.73611 
AI SE......  0.14096 
T-stat.....  -5.2221 
p.val......  1.7691e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  645 


Estimate...  -0.38203 
AI SE......  0.058803 
T-stat.....  -6.4968 
p.val......  8.2058e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  753 


Estimate...  -0.43481 
AI SE......  0.16385 
T-stat.....  -2.6537 
p.val......  0.0079623 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  15898 


Estimate...  -0.43977 
AI SE......  0.066998 
T-stat.....  -6.564 
p.val......  5.2402e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4397701


s: 309 

Estimate...  -0.41988 
AI SE......  0.077835 
T-stat.....  -5.3945 
p.val......  6.871e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  695 


Estimate...  -0.52933 
AI SE......  0.12827 
T-stat.....  -4.1268 
p.val......  3.6793e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  658 


Estimate...  -0.3237 
AI SE......  0.069537 
T-stat.....  -4.6551 
p.val......  3.2390e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  694 


Estimate...  -0.47329 
AI SE......  0.19997 
T-stat.....  -2.3668 
p.val......  0.017943 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  18798 


Estimate...  -0.4541 
AI SE......  0.070672 
T-stat.....  -6.4255 
p.val......  1.3141e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.4541025


s: 310 

Estimate...  -0.46082 
AI SE......  0.0752 
T-stat.....  -6.1279 
p.val......  8.9035e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  626 


Estimate...  -0.3771 
AI SE......  0.12037 
T-stat.....  -3.1327 
p.val......  0.0017320 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  609 


Estimate...  -0.36773 
AI SE......  0.070379 
T-stat.....  -5.2251 
p.val......  1.7410e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  696 


Estimate...  -0.46702 
AI SE......  0.23765 
T-stat.....  -1.9652 
p.val......  0.049394 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  14192 


Estimate...  -0.41828 
AI SE......  0.045717 
T-stat.....  -9.1495 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.4182834


s: 311 

Estimate...  -0.34403 
AI SE......  0.075037 
T-stat.....  -4.5848 
p.val......  4.545e-06 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  658 


Estimate...  -0.61324 
AI SE......  0.14638 
T-stat.....  -4.1894 
p.val......  2.7965e-05 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  606 


Estimate...  -0.31345 
AI SE......  0.057733 
T-stat.....  -5.4292 
p.val......  5.6609e-08 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  720 


Estimate...  -0.37334 
AI SE......  0.12430 
T-stat.....  -3.0035 
p.val......  0.0026685 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  16750 


Estimate...  -0.33014 
AI SE......  0.057133 
T-stat.....  -5.7784 
p.val......  7.5428e-09 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.3301362


s: 312 

Estimate...  -0.37003 
AI SE......  0.076872 
T-stat.....  -4.8136 
p.val......  1.4821e-06 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  673 


Estimate...  -0.55645 
AI SE......  0.11076 
T-stat.....  -5.0239 
p.val......  5.0638e-07 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  616 


Estimate...  -0.38525 
AI SE......  0.065073 
T-stat.....  -5.9203 
p.val......  3.2137e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  710 


Estimate...  -0.59075 
AI SE......  0.12105 
T-stat.....  -4.8802 
p.val......  1.0598e-06 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  26187 


Estimate...  -0.40355 
AI SE......  0.053437 
T-stat.....  -7.552 
p.val......  4.2855e-14 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.4035545


s: 313 

Estimate...  -0.35234 
AI SE......  0.082698 
T-stat.....  -4.2606 
p.val......  2.0389e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  682 


Estimate...  -0.27642 
AI SE......  0.18643 
T-stat.....  -1.4827 
p.val......  0.13816 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  641 


Estimate...  -0.34906 
AI SE......  0.064421 
T-stat.....  -5.4184 
p.val......  6.0119e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  721 


Estimate...  -0.5846 
AI SE......  0.13045 
T-stat.....  -4.4816 
p.val......  7.409e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  20843 


Estimate...  -0.43182 
AI SE......  0.069725 
T-stat.....  -6.1932 
p.val......  5.8968e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4318175


s: 314 

Estimate...  -0.40464 
AI SE......  0.078409 
T-stat.....  -5.1607 
p.val......  2.4603e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  729 


Estimate...  -0.52811 
AI SE......  0.13502 
T-stat.....  -3.9114 
p.val......  9.1772e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  634 


Estimate...  -0.32521 
AI SE......  0.073053 
T-stat.....  -4.4517 
p.val......  8.5177e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  723 


Estimate...  -0.24860 
AI SE......  0.14546 
T-stat.....  -1.7091 
p.val......  0.087439 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  17324 


Estimate...  -0.40368 
AI SE......  0.044734 
T-stat.....  -9.024 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4036844


s: 315 

Estimate...  -0.42619 
AI SE......  0.09445 
T-stat.....  -4.5123 
p.val......  6.4129e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  695 


Estimate...  -0.82167 
AI SE......  0.19447 
T-stat.....  -4.2253 
p.val......  2.3865e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  646 


Estimate...  -0.36637 
AI SE......  0.077494 
T-stat.....  -4.7277 
p.val......  2.2709e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  703 


Estimate...  -0.50723 
AI SE......  0.14915 
T-stat.....  -3.4008 
p.val......  0.00067181 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  16531 


Estimate...  -0.38586 
AI SE......  0.062996 
T-stat.....  -6.1252 
p.val......  9.0575e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3858595


s: 316 

Estimate...  -0.32445 
AI SE......  0.0658 
T-stat.....  -4.9308 
p.val......  8.1889e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  714 


Estimate...  -0.55055 
AI SE......  0.13100 
T-stat.....  -4.2026 
p.val......  2.6388e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  642 


Estimate...  -0.33916 
AI SE......  0.074056 
T-stat.....  -4.5798 
p.val......  4.6542e-06 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  744 


Estimate...  -0.48118 
AI SE......  0.12958 
T-stat.....  -3.7133 
p.val......  0.00020456 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  23160 


Estimate...  -0.39435 
AI SE......  0.05571 
T-stat.....  -7.0786 
p.val......  1.4562e-12 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3943513


s: 317 

Estimate...  -0.48671 
AI SE......  0.072986 
T-stat.....  -6.6686 
p.val......  2.583e-11 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  680 


Estimate...  -0.54308 
AI SE......  0.11233 
T-stat.....  -4.8348 
p.val......  1.3329e-06 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  628 


Estimate...  -0.29701 
AI SE......  0.069087 
T-stat.....  -4.2991 
p.val......  1.7153e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  698 


Estimate...  -0.39291 
AI SE......  0.12320 
T-stat.....  -3.1893 
p.val......  0.0014262 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  22280 


Estimate...  -0.37976 
AI SE......  0.050433 
T-stat.....  -7.5299 
p.val......  5.0848e-14 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3797565


s: 318 

Estimate...  -0.41545 
AI SE......  0.074762 
T-stat.....  -5.5569 
p.val......  2.7457e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  664 


Estimate...  -0.43132 
AI SE......  0.12311 
T-stat.....  -3.5034 
p.val......  0.00045941 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  612 


Estimate...  -0.30184 
AI SE......  0.059588 
T-stat.....  -5.0654 
p.val......  4.0756e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  671 


Estimate...  -0.33076 
AI SE......  0.15159 
T-stat.....  -2.1819 
p.val......  0.029117 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  17498 


Estimate...  -0.39353 
AI SE......  0.054215 
T-stat.....  -7.2587 
p.val......  3.908e-13 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3935269


s: 319 

Estimate...  -0.41239 
AI SE......  0.080323 
T-stat.....  -5.1342 
p.val......  2.8336e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  684 


Estimate...  -0.48893 
AI SE......  0.16484 
T-stat.....  -2.9661 
p.val......  0.0030156 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  644 


Estimate...  -0.34363 
AI SE......  0.077091 
T-stat.....  -4.4575 
p.val......  8.2924e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  740 


Estimate...  -0.41189 
AI SE......  0.13468 
T-stat.....  -3.0584 
p.val......  0.0022255 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  22024 


Estimate...  -0.44374 
AI SE......  0.063355 
T-stat.....  -7.0041 
p.val......  2.4853e-12 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4437432


s: 320 

Estimate...  -0.38152 
AI SE......  0.071529 
T-stat.....  -5.3337 
p.val......  9.6208e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  700 


Estimate...  -0.58083 
AI SE......  0.12378 
T-stat.....  -4.6925 
p.val......  2.6990e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  663 


Estimate...  -0.33830 
AI SE......  0.071571 
T-stat.....  -4.7267 
p.val......  2.2819e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  738 


Estimate...  -0.52438 
AI SE......  0.14759 
T-stat.....  -3.5530 
p.val......  0.00038092 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  18454 


Estimate...  -0.38578 
AI SE......  0.044049 
T-stat.....  -8.7578 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3857756


s: 321 

Estimate...  -0.2884 
AI SE......  0.075779 
T-stat.....  -3.8058 
p.val......  0.00014135 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  684 


Estimate...  -0.36029 
AI SE......  0.14333 
T-stat.....  -2.5136 
p.val......  0.011950 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  644 


Estimate...  -0.36689 
AI SE......  0.066246 
T-stat.....  -5.5383 
p.val......  3.0544e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  701 


Estimate...  -0.51849 
AI SE......  0.13946 
T-stat.....  -3.7178 
p.val......  0.00020095 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  18750 


Estimate...  -0.38973 
AI SE......  0.045785 
T-stat.....  -8.5121 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3897287


s: 322 

Estimate...  -0.49114 
AI SE......  0.077026 
T-stat.....  -6.3762 
p.val......  1.8148e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  680 


Estimate...  -0.35526 
AI SE......  0.17382 
T-stat.....  -2.0438 
p.val......  0.04097 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  652 


Estimate...  -0.45488 
AI SE......  0.068409 
T-stat.....  -6.6495 
p.val......  2.9417e-11 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  708 


Estimate...  -0.44466 
AI SE......  0.12518 
T-stat.....  -3.5521 
p.val......  0.00038219 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  22253 


Estimate...  -0.40620 
AI SE......  0.06533 
T-stat.....  -6.2177 
p.val......  5.0456e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4062042


s: 323 

Estimate...  -0.39289 
AI SE......  0.081368 
T-stat.....  -4.8285 
p.val......  1.3755e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  715 


Estimate...  -0.5033 
AI SE......  0.15273 
T-stat.....  -3.2953 
p.val......  0.00098311 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  592 


Estimate...  -0.42658 
AI SE......  0.063077 
T-stat.....  -6.7628 
p.val......  1.3535e-11 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  710 


Estimate...  -0.36907 
AI SE......  0.11767 
T-stat.....  -3.1364 
p.val......  0.0017106 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  24755 


Estimate...  -0.40898 
AI SE......  0.058207 
T-stat.....  -7.0263 
p.val......  2.1205e-12 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4089831


s: 324 

Estimate...  -0.39724 
AI SE......  0.078542 
T-stat.....  -5.0578 
p.val......  4.2419e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  712 


Estimate...  -0.54019 
AI SE......  0.13991 
T-stat.....  -3.8609 
p.val......  0.00011297 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  669 


Estimate...  -0.36624 
AI SE......  0.064784 
T-stat.....  -5.6533 
p.val......  1.5742e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  742 


Estimate...  -0.46598 
AI SE......  0.13930 
T-stat.....  -3.3452 
p.val......  0.0008221 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  18725 


Estimate...  -0.46574 
AI SE......  0.067346 
T-stat.....  -6.9155 
p.val......  4.6614e-12 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4657354


s: 325 

Estimate...  -0.4508 
AI SE......  0.088972 
T-stat.....  -5.0667 
p.val......  4.0474e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  674 


Estimate...  -0.55369 
AI SE......  0.12688 
T-stat.....  -4.3639 
p.val......  1.2774e-05 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  648 


Estimate...  -0.34228 
AI SE......  0.06402 
T-stat.....  -5.3465 
p.val......  8.9662e-08 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  712 


Estimate...  -0.40953 
AI SE......  0.13588 
T-stat.....  -3.0139 
p.val......  0.0025790 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  19945 


Estimate...  -0.43563 
AI SE......  0.063992 
T-stat.....  -6.8076 
p.val......  9.9238e-12 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.4356347


s: 326 

Estimate...  -0.33018 
AI SE......  0.070286 
T-stat.....  -4.6977 
p.val......  2.6313e-06 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  674 


Estimate...  -0.48933 
AI SE......  0.16040 
T-stat.....  -3.0506 
p.val......  0.0022835 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  615 


Estimate...  -0.36461 
AI SE......  0.07054 
T-stat.....  -5.1689 
p.val......  2.3549e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  701 


Estimate...  -0.53206 
AI SE......  0.13369 
T-stat.....  -3.9798 
p.val......  6.897e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  24120 


Estimate...  -0.39757 
AI SE......  0.054365 
T-stat.....  -7.313 
p.val......  2.6135e-13 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.3975708


s: 327 

Estimate...  -0.36681 
AI SE......  0.081118 
T-stat.....  -4.522 
p.val......  6.1265e-06 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  711 


Estimate...  -0.47877 
AI SE......  0.18184 
T-stat.....  -2.6328 
p.val......  0.0084675 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  656 


Estimate...  -0.30281 
AI SE......  0.066281 
T-stat.....  -4.5686 
p.val......  4.9106e-06 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  722 


Estimate...  -0.12875 
AI SE......  0.16416 
T-stat.....  -0.78431 
p.val......  0.43286 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  15893 


Estimate...  -0.37525 
AI SE......  0.054027 
T-stat.....  -6.9456 
p.val......  3.7683e-12 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  534 

         [,1]
[1,] -0.37525


s: 328 

Estimate...  -0.44671 
AI SE......  0.072024 
T-stat.....  -6.2023 
p.val......  5.5642e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  717 


Estimate...  -0.57468 
AI SE......  0.13672 
T-stat.....  -4.2033 
p.val......  2.6307e-05 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  620 


Estimate...  -0.3389 
AI SE......  0.062457 
T-stat.....  -5.426 
p.val......  5.7616e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  671 


Estimate...  -0.61511 
AI SE......  0.13081 
T-stat.....  -4.7025 
p.val......  2.5704e-06 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  16961 


Estimate...  -0.41684 
AI SE......  0.065034 
T-stat.....  -6.4095 
p.val......  1.4596e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.4168386


s: 329 

Estimate...  -0.42269 
AI SE......  0.067989 
T-stat.....  -6.2171 
p.val......  5.0648e-10 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  713 


Estimate...  -0.42355 
AI SE......  0.15951 
T-stat.....  -2.6553 
p.val......  0.0079247 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  657 


Estimate...  -0.44187 
AI SE......  0.066547 
T-stat.....  -6.6399 
p.val......  3.1390e-11 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  762 


Estimate...  -0.58102 
AI SE......  0.12422 
T-stat.....  -4.6774 
p.val......  2.9057e-06 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  20410 


Estimate...  -0.37137 
AI SE......  0.051169 
T-stat.....  -7.2578 
p.val......  3.9346e-13 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.3713721


s: 330 

Estimate...  -0.39153 
AI SE......  0.076773 
T-stat.....  -5.0998 
p.val......  3.4e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  701 


Estimate...  -0.47214 
AI SE......  0.16786 
T-stat.....  -2.8127 
p.val......  0.0049124 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  626 


Estimate...  -0.44517 
AI SE......  0.064068 
T-stat.....  -6.9483 
p.val......  3.6973e-12 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  683 


Estimate...  -0.4459 
AI SE......  0.1964 
T-stat.....  -2.2704 
p.val......  0.023186 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  13203 


Estimate...  -0.42837 
AI SE......  0.054039 
T-stat.....  -7.927 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4283655


s: 331 

Estimate...  -0.4684 
AI SE......  0.079804 
T-stat.....  -5.8694 
p.val......  4.373e-09 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  640 


Estimate...  -0.73234 
AI SE......  0.15620 
T-stat.....  -4.6884 
p.val......  2.754e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  622 


Estimate...  -0.42701 
AI SE......  0.060348 
T-stat.....  -7.0757 
p.val......  1.4866e-12 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  726 


Estimate...  -0.71882 
AI SE......  0.17941 
T-stat.....  -4.0067 
p.val......  6.1576e-05 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  19702 


Estimate...  -0.42009 
AI SE......  0.056219 
T-stat.....  -7.4724 
p.val......  7.8826e-14 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.4200901


s: 332 

Estimate...  -0.37055 
AI SE......  0.074598 
T-stat.....  -4.9673 
p.val......  6.7878e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  677 


Estimate...  -0.33670 
AI SE......  0.13402 
T-stat.....  -2.5124 
p.val......  0.011992 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  633 


Estimate...  -0.3603 
AI SE......  0.066716 
T-stat.....  -5.4004 
p.val......  6.6478e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  731 


Estimate...  -0.57043 
AI SE......  0.14193 
T-stat.....  -4.0191 
p.val......  5.8411e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  19309 


Estimate...  -0.39822 
AI SE......  0.056239 
T-stat.....  -7.0807 
p.val......  1.4340e-12 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3982160


s: 333 

Estimate...  -0.39314 
AI SE......  0.08643 
T-stat.....  -4.5487 
p.val......  5.399e-06 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  675 


Estimate...  -0.53271 
AI SE......  0.16080 
T-stat.....  -3.3128 
p.val......  0.00092367 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  638 


Estimate...  -0.4195 
AI SE......  0.072068 
T-stat.....  -5.8209 
p.val......  5.8532e-09 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  690 


Estimate...  -0.62556 
AI SE......  0.15745 
T-stat.....  -3.9730 
p.val......  7.0959e-05 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  17891 


Estimate...  -0.39458 
AI SE......  0.036373 
T-stat.....  -10.848 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

          [,1]
[1,] -0.394583


s: 334 

Estimate...  -0.42166 
AI SE......  0.062339 
T-stat.....  -6.764 
p.val......  1.3422e-11 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  659 


Estimate...  -0.43590 
AI SE......  0.1015 
T-stat.....  -4.2945 
p.val......  1.7506e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  655 


Estimate...  -0.36107 
AI SE......  0.058944 
T-stat.....  -6.1257 
p.val......  9.0295e-10 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  711 


Estimate...  -0.34019 
AI SE......  0.10171 
T-stat.....  -3.3448 
p.val......  0.00082356 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  23596 


Estimate...  -0.44866 
AI SE......  0.056294 
T-stat.....  -7.97 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

          [,1]
[1,] -0.448661


s: 335 

Estimate...  -0.48549 
AI SE......  0.06727 
T-stat.....  -7.217 
p.val......  5.3113e-13 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  719 


Estimate...  -0.49177 
AI SE......  0.12206 
T-stat.....  -4.0287 
p.val......  5.6078e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  626 


Estimate...  -0.28497 
AI SE......  0.061623 
T-stat.....  -4.6244 
p.val......  3.7561e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  747 


Estimate...  -0.42243 
AI SE......  0.14772 
T-stat.....  -2.8597 
p.val......  0.004241 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  21915 


Estimate...  -0.38637 
AI SE......  0.031259 
T-stat.....  -12.360 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3863695


s: 336 

Estimate...  -0.38648 
AI SE......  0.082014 
T-stat.....  -4.7123 
p.val......  2.449e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  700 


Estimate...  -0.60487 
AI SE......  0.13077 
T-stat.....  -4.6253 
p.val......  3.7398e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  640 


Estimate...  -0.38563 
AI SE......  0.067239 
T-stat.....  -5.7352 
p.val......  9.737e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  720 


Estimate...  -0.33115 
AI SE......  0.14254 
T-stat.....  -2.3232 
p.val......  0.020170 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  21296 


Estimate...  -0.41339 
AI SE......  0.058331 
T-stat.....  -7.087 
p.val......  1.3702e-12 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4133938


s: 337 

Estimate...  -0.40603 
AI SE......  0.070104 
T-stat.....  -5.7919 
p.val......  6.9593e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  684 


Estimate...  -0.59873 
AI SE......  0.15769 
T-stat.....  -3.7970 
p.val......  0.00014648 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  627 


Estimate...  -0.32394 
AI SE......  0.069444 
T-stat.....  -4.6648 
p.val......  3.0886e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  708 


Estimate...  -0.65099 
AI SE......  0.14262 
T-stat.....  -4.5647 
p.val......  5.0026e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  17941 


Estimate...  -0.39718 
AI SE......  0.050381 
T-stat.....  -7.8835 
p.val......  3.1086e-15 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

          [,1]
[1,] -0.397181


s: 338 

Estimate...  -0.30518 
AI SE......  0.09194 
T-stat.....  -3.3194 
p.val......  0.00090216 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  689 


Estimate...  -0.73668 
AI SE......  0.15445 
T-stat.....  -4.7697 
p.val......  1.8446e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  668 


Estimate...  -0.37167 
AI SE......  0.067241 
T-stat.....  -5.5274 
p.val......  3.2496e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  701 


Estimate...  -0.32138 
AI SE......  0.15230 
T-stat.....  -2.1101 
p.val......  0.034846 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  16072 


Estimate...  -0.35838 
AI SE......  0.034459 
T-stat.....  -10.4 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3583762


s: 339 

Estimate...  -0.40429 
AI SE......  0.071519 
T-stat.....  -5.6529 
p.val......  1.5775e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  678 


Estimate...  -0.41822 
AI SE......  0.12861 
T-stat.....  -3.2519 
p.val......  0.0011465 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  622 


Estimate...  -0.28721 
AI SE......  0.063515 
T-stat.....  -4.522 
p.val......  6.1265e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  707 


Estimate...  -0.62041 
AI SE......  0.15181 
T-stat.....  -4.0867 
p.val......  4.3749e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  13286 


Estimate...  -0.36409 
AI SE......  0.064183 
T-stat.....  -5.6727 
p.val......  1.4056e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3640889


s: 340 

Estimate...  -0.43086 
AI SE......  0.084002 
T-stat.....  -5.1291 
p.val......  2.911e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  678 


Estimate...  -0.29119 
AI SE......  0.16259 
T-stat.....  -1.7909 
p.val......  0.073305 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  637 


Estimate...  -0.33489 
AI SE......  0.070704 
T-stat.....  -4.7365 
p.val......  2.1749e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  716 


Estimate...  -0.089348 
AI SE......  0.18837 
T-stat.....  -0.47433 
p.val......  0.63527 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  13224 


Estimate...  -0.36765 
AI SE......  0.043848 
T-stat.....  -8.3848 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3676528


s: 341 

Estimate...  -0.42484 
AI SE......  0.081599 
T-stat.....  -5.2065 
p.val......  1.9246e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  685 


Estimate...  -0.6247 
AI SE......  0.18063 
T-stat.....  -3.4585 
p.val......  0.00054327 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  641 


Estimate...  -0.43682 
AI SE......  0.07514 
T-stat.....  -5.8135 
p.val......  6.1184e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  710 


Estimate...  -0.42332 
AI SE......  0.15032 
T-stat.....  -2.8162 
p.val......  0.0048591 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  18186 


Estimate...  -0.39655 
AI SE......  0.05445 
T-stat.....  -7.2829 
p.val......  3.2663e-13 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3965515


s: 342 

Estimate...  -0.37462 
AI SE......  0.071577 
T-stat.....  -5.2339 
p.val......  1.6601e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  675 


Estimate...  -0.55468 
AI SE......  0.11808 
T-stat.....  -4.6976 
p.val......  2.6328e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  627 


Estimate...  -0.39944 
AI SE......  0.066165 
T-stat.....  -6.037 
p.val......  1.5701e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  701 


Estimate...  -0.51623 
AI SE......  0.14838 
T-stat.....  -3.4790 
p.val......  0.00050322 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  24010 


Estimate...  -0.43314 
AI SE......  0.058545 
T-stat.....  -7.3985 
p.val......  1.3767e-13 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4331394


s: 343 

Estimate...  -0.40293 
AI SE......  0.076667 
T-stat.....  -5.2555 
p.val......  1.476e-07 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  693 


Estimate...  -0.47487 
AI SE......  0.14477 
T-stat.....  -3.2802 
p.val......  0.0010375 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  613 


Estimate...  -0.28882 
AI SE......  0.067906 
T-stat.....  -4.2533 
p.val......  2.1065e-05 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  717 


Estimate...  -0.635 
AI SE......  0.13274 
T-stat.....  -4.7837 
p.val......  1.7207e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  22950 


Estimate...  -0.42581 
AI SE......  0.057784 
T-stat.....  -7.3689 
p.val......  1.7208e-13 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4258079


s: 344 

Estimate...  -0.47448 
AI SE......  0.075164 
T-stat.....  -6.3127 
p.val......  2.7429e-10 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  673 


Estimate...  -0.52439 
AI SE......  0.12412 
T-stat.....  -4.2247 
p.val......  2.3926e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  644 


Estimate...  -0.37567 
AI SE......  0.066879 
T-stat.....  -5.6172 
p.val......  1.9411e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  718 


Estimate...  -0.46326 
AI SE......  0.16000 
T-stat.....  -2.8954 
p.val......  0.0037864 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  20158 


Estimate...  -0.44667 
AI SE......  0.064174 
T-stat.....  -6.9604 
p.val......  3.3935e-12 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

          [,1]
[1,] -0.446673


s: 345 

Estimate...  -0.33608 
AI SE......  0.080304 
T-stat.....  -4.1851 
p.val......  2.8502e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  695 


Estimate...  -0.30421 
AI SE......  0.15691 
T-stat.....  -1.9388 
p.val......  0.052527 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  638 


Estimate...  -0.27352 
AI SE......  0.060623 
T-stat.....  -4.5118 
p.val......  6.4275e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  737 


Estimate...  -0.57825 
AI SE......  0.1254 
T-stat.....  -4.6112 
p.val......  4.0031e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  21078 


Estimate...  -0.39412 
AI SE......  0.05472 
T-stat.....  -7.2024 
p.val......  5.9153e-13 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3941192


s: 346 

Estimate...  -0.43865 
AI SE......  0.076917 
T-stat.....  -5.7029 
p.val......  1.1778e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  642 


Estimate...  -0.46316 
AI SE......  0.13732 
T-stat.....  -3.3729 
p.val......  0.00074377 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  596 


Estimate...  -0.37422 
AI SE......  0.073557 
T-stat.....  -5.0875 
p.val......  3.6283e-07 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  682 


Estimate...  -0.49839 
AI SE......  0.14501 
T-stat.....  -3.4369 
p.val......  0.0005885 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  20582 


Estimate...  -0.41862 
AI SE......  0.060554 
T-stat.....  -6.9132 
p.val......  4.7387e-12 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.4186205


s: 347 

Estimate...  -0.41196 
AI SE......  0.068483 
T-stat.....  -6.0155 
p.val......  1.7935e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  661 


Estimate...  -0.49403 
AI SE......  0.11982 
T-stat.....  -4.1231 
p.val......  3.7373e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  622 


Estimate...  -0.39678 
AI SE......  0.061145 
T-stat.....  -6.4892 
p.val......  8.6295e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  686 


Estimate...  -0.50645 
AI SE......  0.13439 
T-stat.....  -3.7685 
p.val......  0.00016423 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  20540 


Estimate...  -0.41623 
AI SE......  0.048552 
T-stat.....  -8.573 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

         [,1]
[1,] -0.41623


s: 348 

Estimate...  -0.45237 
AI SE......  0.079531 
T-stat.....  -5.6879 
p.val......  1.2861e-08 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  713 


Estimate...  -0.3865 
AI SE......  0.15548 
T-stat.....  -2.4859 
p.val......  0.012924 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  661 


Estimate...  -0.42967 
AI SE......  0.062492 
T-stat.....  -6.8756 
p.val......  6.1733e-12 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  730 


Estimate...  -0.35486 
AI SE......  0.11067 
T-stat.....  -3.2065 
p.val......  0.0013434 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  25161 


Estimate...  -0.42044 
AI SE......  0.065537 
T-stat.....  -6.4154 
p.val......  1.4048e-10 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.4204409


s: 349 

Estimate...  -0.36679 
AI SE......  0.077445 
T-stat.....  -4.7362 
p.val......  2.1779e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  686 


Estimate...  -0.41932 
AI SE......  0.16059 
T-stat.....  -2.6111 
p.val......  0.009025 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  615 


Estimate...  -0.31053 
AI SE......  0.061271 
T-stat.....  -5.0682 
p.val......  4.0162e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  708 


Estimate...  -0.3421 
AI SE......  0.23458 
T-stat.....  -1.4584 
p.val......  0.14474 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  13243 


Estimate...  -0.31624 
AI SE......  0.066405 
T-stat.....  -4.7623 
p.val......  1.9137e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3162431


s: 350 

Estimate...  -0.38225 
AI SE......  0.073589 
T-stat.....  -5.1944 
p.val......  2.0535e-07 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  687 


Estimate...  -0.40273 
AI SE......  0.11585 
T-stat.....  -3.4763 
p.val......  0.00050837 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  615 


Estimate...  -0.40577 
AI SE......  0.069446 
T-stat.....  -5.8429 
p.val......  5.129e-09 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  702 


Estimate...  -0.28129 
AI SE......  0.14345 
T-stat.....  -1.9609 
p.val......  0.049888 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  17409 


Estimate...  -0.42001 
AI SE......  0.06588 
T-stat.....  -6.3754 
p.val......  1.8249e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4200147


s: 351 

Estimate...  -0.37516 
AI SE......  0.076301 
T-stat.....  -4.9169 
p.val......  8.7927e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  698 


Estimate...  -0.51231 
AI SE......  0.10877 
T-stat.....  -4.7102 
p.val......  2.4746e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  623 


Estimate...  -0.31658 
AI SE......  0.059287 
T-stat.....  -5.3398 
p.val......  9.307e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  723 


Estimate...  -0.41598 
AI SE......  0.16830 
T-stat.....  -2.4716 
p.val......  0.013451 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  16757 


Estimate...  -0.40769 
AI SE......  0.045533 
T-stat.....  -8.9536 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

          [,1]
[1,] -0.407689


s: 352 

Estimate...  -0.28912 
AI SE......  0.071203 
T-stat.....  -4.0605 
p.val......  4.8977e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  731 


Estimate...  -0.41283 
AI SE......  0.12514 
T-stat.....  -3.2988 
p.val......  0.00097087 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  643 


Estimate...  -0.37151 
AI SE......  0.071193 
T-stat.....  -5.2184 
p.val......  1.805e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  730 


Estimate...  -0.39060 
AI SE......  0.13777 
T-stat.....  -2.8352 
p.val......  0.0045794 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  22444 


Estimate...  -0.40416 
AI SE......  0.052106 
T-stat.....  -7.7565 
p.val......  8.6597e-15 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4041557


s: 353 

Estimate...  -0.48375 
AI SE......  0.072109 
T-stat.....  -6.7086 
p.val......  1.9649e-11 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  661 


Estimate...  -0.54882 
AI SE......  0.10392 
T-stat.....  -5.281 
p.val......  1.2850e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  629 


Estimate...  -0.31387 
AI SE......  0.062544 
T-stat.....  -5.0184 
p.val......  5.2116e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  708 


Estimate...  -0.25634 
AI SE......  0.16068 
T-stat.....  -1.5953 
p.val......  0.11065 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  18672 


Estimate...  -0.40702 
AI SE......  0.042186 
T-stat.....  -9.648 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.4070163


s: 354 

Estimate...  -0.33667 
AI SE......  0.073353 
T-stat.....  -4.5897 
p.val......  4.4389e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  681 


Estimate...  -0.53885 
AI SE......  0.11759 
T-stat.....  -4.5823 
p.val......  4.5999e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  617 


Estimate...  -0.35868 
AI SE......  0.070186 
T-stat.....  -5.1105 
p.val......  3.2132e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  724 


Estimate...  -0.13627 
AI SE......  0.16382 
T-stat.....  -0.8318 
p.val......  0.40552 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  16771 


Estimate...  -0.38996 
AI SE......  0.053123 
T-stat.....  -7.3406 
p.val......  2.1250e-13 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3899561


s: 355 

Estimate...  -0.41972 
AI SE......  0.075041 
T-stat.....  -5.5932 
p.val......  2.2298e-08 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  691 


Estimate...  -0.44225 
AI SE......  0.11299 
T-stat.....  -3.914 
p.val......  9.0776e-05 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  660 


Estimate...  -0.39341 
AI SE......  0.063926 
T-stat.....  -6.1542 
p.val......  7.5439e-10 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  772 


Estimate...  -0.48147 
AI SE......  0.14068 
T-stat.....  -3.4224 
p.val......  0.00062082 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  19778 


Estimate...  -0.35066 
AI SE......  0.070354 
T-stat.....  -4.9842 
p.val......  6.2205e-07 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  536 

           [,1]
[1,] -0.3506638


s: 356 

Estimate...  -0.43069 
AI SE......  0.090293 
T-stat.....  -4.7699 
p.val......  1.8429e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  680 


Estimate...  -0.31528 
AI SE......  0.17298 
T-stat.....  -1.8226 
p.val......  0.068359 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  644 


Estimate...  -0.33052 
AI SE......  0.081205 
T-stat.....  -4.0701 
p.val......  4.6989e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  689 


Estimate...  -0.56032 
AI SE......  0.18659 
T-stat.....  -3.003 
p.val......  0.0026735 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  19161 


Estimate...  -0.33667 
AI SE......  0.056441 
T-stat.....  -5.965 
p.val......  2.4467e-09 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3366695


s: 357 

Estimate...  -0.39668 
AI SE......  0.063687 
T-stat.....  -6.2287 
p.val......  4.7042e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  699 


Estimate...  -0.56 
AI SE......  0.11158 
T-stat.....  -5.0187 
p.val......  5.203e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  620 


Estimate...  -0.2844 
AI SE......  0.058267 
T-stat.....  -4.8809 
p.val......  1.0559e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  719 


Estimate...  -0.41975 
AI SE......  0.12284 
T-stat.....  -3.4169 
p.val......  0.00063338 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  23881 


Estimate...  -0.34808 
AI SE......  0.046397 
T-stat.....  -7.5022 
p.val......  6.2839e-14 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3480794


s: 358 

Estimate...  -0.48688 
AI SE......  0.068826 
T-stat.....  -7.074 
p.val......  1.5052e-12 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  690 


Estimate...  -0.41321 
AI SE......  0.14803 
T-stat.....  -2.7913 
p.val......  0.0052491 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  663 


Estimate...  -0.40177 
AI SE......  0.06375 
T-stat.....  -6.3024 
p.val......  2.9316e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  732 


Estimate...  -0.19508 
AI SE......  0.13139 
T-stat.....  -1.4847 
p.val......  0.13762 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  22899 


Estimate...  -0.41820 
AI SE......  0.068131 
T-stat.....  -6.1382 
p.val......  8.3438e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4182047


s: 359 

Estimate...  -0.39609 
AI SE......  0.075328 
T-stat.....  -5.2583 
p.val......  1.4542e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  668 


Estimate...  -0.50025 
AI SE......  0.13699 
T-stat.....  -3.6516 
p.val......  0.00026058 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  654 


Estimate...  -0.34199 
AI SE......  0.066883 
T-stat.....  -5.1132 
p.val......  3.1667e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  722 


Estimate...  -0.3094 
AI SE......  0.13222 
T-stat.....  -2.3401 
p.val......  0.019281 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  21218 


Estimate...  -0.38084 
AI SE......  0.039991 
T-stat.....  -9.5232 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3808418


s: 360 

Estimate...  -0.4962 
AI SE......  0.08178 
T-stat.....  -6.0676 
p.val......  1.2986e-09 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  670 


Estimate...  -0.61396 
AI SE......  0.10866 
T-stat.....  -5.6501 
p.val......  1.6038e-08 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  595 


Estimate...  -0.42204 
AI SE......  0.068093 
T-stat.....  -6.1979 
p.val......  5.7212e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  678 


Estimate...  -0.50927 
AI SE......  0.16620 
T-stat.....  -3.0643 
p.val......  0.0021821 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  17375 


Estimate...  -0.41820 
AI SE......  0.05248 
T-stat.....  -7.9688 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4182046


s: 361 

Estimate...  -0.50827 
AI SE......  0.081398 
T-stat.....  -6.2442 
p.val......  4.2591e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  695 


Estimate...  -0.63073 
AI SE......  0.11597 
T-stat.....  -5.4389 
p.val......  5.3611e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  643 


Estimate...  -0.40562 
AI SE......  0.063561 
T-stat.....  -6.3816 
p.val......  1.7529e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  738 


Estimate...  -0.66227 
AI SE......  0.21233 
T-stat.....  -3.119 
p.val......  0.0018145 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  18753 


Estimate...  -0.39555 
AI SE......  0.067673 
T-stat.....  -5.845 
p.val......  5.0649e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

          [,1]
[1,] -0.395549


s: 362 

Estimate...  -0.45154 
AI SE......  0.081123 
T-stat.....  -5.5661 
p.val......  2.6050e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  706 


Estimate...  -0.36778 
AI SE......  0.13643 
T-stat.....  -2.6958 
p.val......  0.0070217 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  683 


Estimate...  -0.46168 
AI SE......  0.064973 
T-stat.....  -7.1057 
p.val......  1.1970e-12 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  739 


Estimate...  -0.35580 
AI SE......  0.13364 
T-stat.....  -2.6624 
p.val......  0.0077582 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  22678 


Estimate...  -0.36367 
AI SE......  0.020222 
T-stat.....  -17.984 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

          [,1]
[1,] -0.363671


s: 363 

Estimate...  -0.36968 
AI SE......  0.070491 
T-stat.....  -5.2444 
p.val......  1.5679e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  691 


Estimate...  -0.45174 
AI SE......  0.10702 
T-stat.....  -4.2212 
p.val......  2.4304e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  643 


Estimate...  -0.33639 
AI SE......  0.063724 
T-stat.....  -5.279 
p.val......  1.2992e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  745 


Estimate...  -0.40347 
AI SE......  0.14048 
T-stat.....  -2.8721 
p.val......  0.0040773 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  20955 


Estimate...  -0.39866 
AI SE......  0.062256 
T-stat.....  -6.4036 
p.val......  1.518e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3986591


s: 364 

Estimate...  -0.39757 
AI SE......  0.084327 
T-stat.....  -4.7146 
p.val......  2.4213e-06 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  685 


Estimate...  -0.42796 
AI SE......  0.13044 
T-stat.....  -3.2808 
p.val......  0.0010352 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  658 


Estimate...  -0.41714 
AI SE......  0.070889 
T-stat.....  -5.8844 
p.val......  3.9946e-09 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  715 


Estimate...  -0.58669 
AI SE......  0.20933 
T-stat.....  -2.8027 
p.val......  0.0050679 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  18680 


Estimate...  -0.35165 
AI SE......  0.042076 
T-stat.....  -8.3574 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3516504


s: 365 

Estimate...  -0.33916 
AI SE......  0.075842 
T-stat.....  -4.4719 
p.val......  7.7524e-06 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  737 


Estimate...  -0.56529 
AI SE......  0.13443 
T-stat.....  -4.2052 
p.val......  2.6082e-05 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  643 


Estimate...  -0.29882 
AI SE......  0.064748 
T-stat.....  -4.6151 
p.val......  3.9296e-06 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  785 


Estimate...  -0.55662 
AI SE......  0.15179 
T-stat.....  -3.6670 
p.val......  0.00024545 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  21481 


Estimate...  -0.41106 
AI SE......  0.064902 
T-stat.....  -6.3336 
p.val......  2.3953e-10 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  540 

           [,1]
[1,] -0.4110591


s: 366 

Estimate...  -0.43181 
AI SE......  0.067899 
T-stat.....  -6.3595 
p.val......  2.0238e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  676 


Estimate...  -0.55269 
AI SE......  0.16239 
T-stat.....  -3.4035 
p.val......  0.00066528 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  638 


Estimate...  -0.24056 
AI SE......  0.059851 
T-stat.....  -4.0194 
p.val......  5.8355e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  741 


Estimate...  -0.12007 
AI SE......  0.13377 
T-stat.....  -0.89757 
p.val......  0.36941 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  19090 


Estimate...  -0.37717 
AI SE......  0.048425 
T-stat.....  -7.7887 
p.val......  6.6613e-15 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3771674


s: 367 

Estimate...  -0.4521 
AI SE......  0.07128 
T-stat.....  -6.3426 
p.val......  2.2595e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  693 


Estimate...  -0.4573 
AI SE......  0.11928 
T-stat.....  -3.8338 
p.val......  0.00012616 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  644 


Estimate...  -0.39327 
AI SE......  0.06231 
T-stat.....  -6.3116 
p.val......  2.7613e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  736 


Estimate...  -0.24206 
AI SE......  0.15005 
T-stat.....  -1.6132 
p.val......  0.10671 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  17626 


Estimate...  -0.37374 
AI SE......  0.063637 
T-stat.....  -5.873 
p.val......  4.2798e-09 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3737399


s: 368 

Estimate...  -0.42139 
AI SE......  0.085324 
T-stat.....  -4.9387 
p.val......  7.8649e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  634 


Estimate...  -0.55256 
AI SE......  0.13341 
T-stat.....  -4.142 
p.val......  3.4434e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  645 


Estimate...  -0.32395 
AI SE......  0.064609 
T-stat.....  -5.014 
p.val......  5.3315e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  696 


Estimate...  -0.30264 
AI SE......  0.15037 
T-stat.....  -2.0127 
p.val......  0.044143 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  23402 


Estimate...  -0.39710 
AI SE......  0.046905 
T-stat.....  -8.466 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3971045


s: 369 

Estimate...  -0.30580 
AI SE......  0.07704 
T-stat.....  -3.9693 
p.val......  7.2074e-05 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  704 


Estimate...  -0.65359 
AI SE......  0.14693 
T-stat.....  -4.4481 
p.val......  8.6615e-06 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  663 


Estimate...  -0.36164 
AI SE......  0.062278 
T-stat.....  -5.8068 
p.val......  6.3693e-09 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  747 


Estimate...  -0.48165 
AI SE......  0.15316 
T-stat.....  -3.1447 
p.val......  0.0016625 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  16198 


Estimate...  -0.41311 
AI SE......  0.07367 
T-stat.....  -5.6076 
p.val......  2.0519e-08 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.4131087


s: 370 

Estimate...  -0.43215 
AI SE......  0.091983 
T-stat.....  -4.6981 
p.val......  2.6257e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  693 


Estimate...  -0.48831 
AI SE......  0.13493 
T-stat.....  -3.6189 
p.val......  0.00029585 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  648 


Estimate...  -0.35576 
AI SE......  0.065153 
T-stat.....  -5.4604 
p.val......  4.7509e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  711 


Estimate...  -0.35628 
AI SE......  0.14584 
T-stat.....  -2.4430 
p.val......  0.014568 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  16506 


Estimate...  -0.35854 
AI SE......  0.02247 
T-stat.....  -15.956 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3585420


s: 371 

Estimate...  -0.40404 
AI SE......  0.070272 
T-stat.....  -5.7496 
p.val......  8.943e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  711 


Estimate...  -0.35732 
AI SE......  0.11032 
T-stat.....  -3.239 
p.val......  0.0011996 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  622 


Estimate...  -0.38593 
AI SE......  0.06082 
T-stat.....  -6.3454 
p.val......  2.2188e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  704 


Estimate...  -0.44277 
AI SE......  0.12980 
T-stat.....  -3.4112 
p.val......  0.00064673 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  22589 


Estimate...  -0.41414 
AI SE......  0.056801 
T-stat.....  -7.2911 
p.val......  3.0753e-13 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.4141424


s: 372 

Estimate...  -0.33393 
AI SE......  0.082739 
T-stat.....  -4.0359 
p.val......  5.4397e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  689 


Estimate...  -0.55593 
AI SE......  0.17176 
T-stat.....  -3.2366 
p.val......  0.0012096 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  636 


Estimate...  -0.41219 
AI SE......  0.065913 
T-stat.....  -6.2535 
p.val......  4.0140e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  760 


Estimate...  -0.4182 
AI SE......  0.20410 
T-stat.....  -2.0490 
p.val......  0.040458 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  18329 


Estimate...  -0.3987 
AI SE......  0.075299 
T-stat.....  -5.2949 
p.val......  1.1911e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3986962


s: 373 

Estimate...  -0.42212 
AI SE......  0.077524 
T-stat.....  -5.4451 
p.val......  5.1776e-08 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  683 


Estimate...  -0.41238 
AI SE......  0.12332 
T-stat.....  -3.3441 
p.val......  0.00082565 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  617 


Estimate...  -0.30327 
AI SE......  0.064781 
T-stat.....  -4.6815 
p.val......  2.8476e-06 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  708 


Estimate...  -0.14649 
AI SE......  0.13180 
T-stat.....  -1.1115 
p.val......  0.26635 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  20610 


Estimate...  -0.35611 
AI SE......  0.022496 
T-stat.....  -15.83 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.3561141


s: 374 

Estimate...  -0.44855 
AI SE......  0.071087 
T-stat.....  -6.31 
p.val......  2.7913e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  699 


Estimate...  -0.60519 
AI SE......  0.13932 
T-stat.....  -4.3439 
p.val......  1.3998e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  630 


Estimate...  -0.38596 
AI SE......  0.069178 
T-stat.....  -5.5792 
p.val......  2.416e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  719 


Estimate...  -0.41613 
AI SE......  0.16933 
T-stat.....  -2.4575 
p.val......  0.013991 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  18617 


Estimate...  -0.42248 
AI SE......  0.044766 
T-stat.....  -9.4376 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

         [,1]
[1,] -0.42248


s: 375 

Estimate...  -0.37382 
AI SE......  0.078778 
T-stat.....  -4.7453 
p.val......  2.0824e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  697 


Estimate...  -0.43099 
AI SE......  0.13286 
T-stat.....  -3.2439 
p.val......  0.0011791 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  617 


Estimate...  -0.3297 
AI SE......  0.066503 
T-stat.....  -4.9577 
p.val......  7.1338e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  684 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.25252 
AI SE......  0.045976 
T-stat.....  -5.4924 
p.val......  3.9652e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  249559 


Estimate...  -0.40944 
AI SE......  0.052446 
T-stat.....  -7.807 
p.val......  5.7732e-15 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4094423


s: 376 

Estimate...  -0.39719 
AI SE......  0.075122 
T-stat.....  -5.2873 
p.val......  1.2411e-07 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  707 


Estimate...  -0.61861 
AI SE......  0.15535 
T-stat.....  -3.9819 
p.val......  6.8356e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  653 


Estimate...  -0.28527 
AI SE......  0.066293 
T-stat.....  -4.3032 
p.val......  1.6837e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  694 


Estimate...  -0.20762 
AI SE......  0.13663 
T-stat.....  -1.5196 
p.val......  0.12862 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  18981 


Estimate...  -0.39444 
AI SE......  0.061123 
T-stat.....  -6.4533 
p.val......  1.0947e-10 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3944447


s: 377 

Estimate...  -0.42706 
AI SE......  0.08758 
T-stat.....  -4.8762 
p.val......  1.0814e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  695 


Estimate...  -0.58583 
AI SE......  0.13464 
T-stat.....  -4.3511 
p.val......  1.3545e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  657 


Estimate...  -0.38656 
AI SE......  0.062889 
T-stat.....  -6.1467 
p.val......  7.9131e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  713 


Estimate...  -0.66144 
AI SE......  0.12078 
T-stat.....  -5.4762 
p.val......  4.3458e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  18835 


Estimate...  -0.43761 
AI SE......  0.068475 
T-stat.....  -6.3908 
p.val......  1.6503e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4376105


s: 378 

Estimate...  -0.45785 
AI SE......  0.075733 
T-stat.....  -6.0456 
p.val......  1.4884e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  682 


Estimate...  -0.49099 
AI SE......  0.13827 
T-stat.....  -3.5511 
p.val......  0.00038366 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  631 


Estimate...  -0.36188 
AI SE......  0.073509 
T-stat.....  -4.9229 
p.val......  8.527e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  701 


Estimate...  -0.64512 
AI SE......  0.15911 
T-stat.....  -4.0544 
p.val......  5.0257e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  21117 


Estimate...  -0.36802 
AI SE......  0.047651 
T-stat.....  -7.7232 
p.val......  1.1324e-14 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3680212


s: 379 

Estimate...  -0.37378 
AI SE......  0.095466 
T-stat.....  -3.9153 
p.val......  9.0291e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  707 


Estimate...  -0.45797 
AI SE......  0.15004 
T-stat.....  -3.0523 
p.val......  0.0022710 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  657 


Estimate...  -0.3467 
AI SE......  0.065165 
T-stat.....  -5.3203 
p.val......  1.0357e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  706 


Estimate...  -0.45002 
AI SE......  0.12994 
T-stat.....  -3.4634 
p.val......  0.00053347 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  24094 


Estimate...  -0.33679 
AI SE......  0.060413 
T-stat.....  -5.5747 
p.val......  2.4798e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3367858


s: 380 

Estimate...  -0.41057 
AI SE......  0.07397 
T-stat.....  -5.5505 
p.val......  2.8484e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  685 


Estimate...  -0.38988 
AI SE......  0.12589 
T-stat.....  -3.097 
p.val......  0.0019549 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  632 


Estimate...  -0.34339 
AI SE......  0.064718 
T-stat.....  -5.306 
p.val......  1.1207e-07 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  706 


Estimate...  -0.48958 
AI SE......  0.14678 
T-stat.....  -3.3356 
p.val......  0.00085118 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  17090 


Estimate...  -0.38087 
AI SE......  0.035560 
T-stat.....  -10.710 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3808703


s: 381 

Estimate...  -0.38538 
AI SE......  0.066508 
T-stat.....  -5.7944 
p.val......  6.8547e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  668 


Estimate...  -0.68096 
AI SE......  0.12859 
T-stat.....  -5.2954 
p.val......  1.1873e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  626 


Estimate...  -0.35952 
AI SE......  0.065003 
T-stat.....  -5.5307 
p.val......  3.1890e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  706 


Estimate...  -0.52061 
AI SE......  0.12243 
T-stat.....  -4.2521 
p.val......  2.1175e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  16673 


Estimate...  -0.41431 
AI SE......  0.033681 
T-stat.....  -12.301 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4143064


s: 382 

Estimate...  -0.45611 
AI SE......  0.079857 
T-stat.....  -5.7116 
p.val......  1.1194e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  703 


Estimate...  -0.49561 
AI SE......  0.12894 
T-stat.....  -3.8439 
p.val......  0.00012110 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  638 


Estimate...  -0.39349 
AI SE......  0.064798 
T-stat.....  -6.0726 
p.val......  1.2584e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  728 


Estimate...  -0.56202 
AI SE......  0.13888 
T-stat.....  -4.0469 
p.val......  5.1911e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  17649 


Estimate...  -0.4156 
AI SE......  0.061816 
T-stat.....  -6.7231 
p.val......  1.7789e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4155966


s: 383 

Estimate...  -0.42615 
AI SE......  0.074603 
T-stat.....  -5.7123 
p.val......  1.1147e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  693 


Estimate...  -0.66445 
AI SE......  0.12912 
T-stat.....  -5.1462 
p.val......  2.6587e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  647 


Estimate...  -0.36516 
AI SE......  0.069112 
T-stat.....  -5.2835 
p.val......  1.2673e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  733 


Estimate...  -0.25749 
AI SE......  0.12165 
T-stat.....  -2.1167 
p.val......  0.034285 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  23190 


Estimate...  -0.39006 
AI SE......  0.051689 
T-stat.....  -7.5464 
p.val......  4.4853e-14 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3900629


s: 384 

Estimate...  -0.32638 
AI SE......  0.074713 
T-stat.....  -4.3685 
p.val......  1.2512e-05 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  654 


Estimate...  -0.38822 
AI SE......  0.1441 
T-stat.....  -2.6941 
p.val......  0.0070583 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  636 


Estimate...  -0.31676 
AI SE......  0.067747 
T-stat.....  -4.6756 
p.val......  2.9302e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  719 


Estimate...  -0.48747 
AI SE......  0.14871 
T-stat.....  -3.278 
p.val......  0.0010455 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  20272 


Estimate...  -0.36650 
AI SE......  0.04279 
T-stat.....  -8.565 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3664963


s: 385 

Estimate...  -0.38259 
AI SE......  0.063629 
T-stat.....  -6.0129 
p.val......  1.8221e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  696 


Estimate...  -0.76957 
AI SE......  0.11319 
T-stat.....  -6.7987 
p.val......  1.0553e-11 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  638 


Estimate...  -0.33234 
AI SE......  0.05881 
T-stat.....  -5.6511 
p.val......  1.5941e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  742 


Estimate...  -0.49544 
AI SE......  0.14969 
T-stat.....  -3.3097 
p.val......  0.00093407 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  19545 


Estimate...  -0.41966 
AI SE......  0.060775 
T-stat.....  -6.905 
p.val......  5.0189e-12 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4196551


s: 386 

Estimate...  -0.44472 
AI SE......  0.074312 
T-stat.....  -5.9845 
p.val......  2.1706e-09 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  711 


Estimate...  -0.44506 
AI SE......  0.13616 
T-stat.....  -3.2686 
p.val......  0.0010807 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  638 


Estimate...  -0.36735 
AI SE......  0.06742 
T-stat.....  -5.4487 
p.val......  5.0747e-08 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  719 


Estimate...  -0.65603 
AI SE......  0.19809 
T-stat.....  -3.3117 
p.val......  0.00092735 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  15591 


Estimate...  -0.38809 
AI SE......  0.057484 
T-stat.....  -6.7513 
p.val......  1.4657e-11 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.3880918


s: 387 

Estimate...  -0.49006 
AI SE......  0.079624 
T-stat.....  -6.1546 
p.val......  7.5263e-10 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  704 


Estimate...  -0.68673 
AI SE......  0.13859 
T-stat.....  -4.9551 
p.val......  7.2305e-07 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  634 


Estimate...  -0.36004 
AI SE......  0.065383 
T-stat.....  -5.5067 
p.val......  3.6564e-08 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  728 


Estimate...  -0.40157 
AI SE......  0.12984 
T-stat.....  -3.0929 
p.val......  0.001982 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  23370 


Estimate...  -0.40464 
AI SE......  0.054958 
T-stat.....  -7.3627 
p.val......  1.803e-13 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  534 

           [,1]
[1,] -0.4046381


s: 388 

Estimate...  -0.3555 
AI SE......  0.074688 
T-stat.....  -4.7598 
p.val......  1.9383e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  695 


Estimate...  -0.67407 
AI SE......  0.16353 
T-stat.....  -4.1219 
p.val......  3.757e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  628 


Estimate...  -0.39672 
AI SE......  0.067402 
T-stat.....  -5.8859 
p.val......  3.9599e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  739 


Estimate...  -0.43096 
AI SE......  0.15552 
T-stat.....  -2.7710 
p.val......  0.0055877 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  22884 


Estimate...  -0.37018 
AI SE......  0.038857 
T-stat.....  -9.5268 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3701774


s: 389 

Estimate...  -0.34096 
AI SE......  0.077494 
T-stat.....  -4.3998 
p.val......  1.0834e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  671 


Estimate...  -0.45732 
AI SE......  0.11995 
T-stat.....  -3.8127 
p.val......  0.00013746 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  655 


Estimate...  -0.33397 
AI SE......  0.070668 
T-stat.....  -4.7259 
p.val......  2.2906e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  733 


Estimate...  -0.33824 
AI SE......  0.17076 
T-stat.....  -1.9807 
p.val......  0.04762 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  15504 


Estimate...  -0.38585 
AI SE......  0.060669 
T-stat.....  -6.3599 
p.val......  2.0187e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.3858476


s: 390 

Estimate...  -0.38964 
AI SE......  0.081352 
T-stat.....  -4.7896 
p.val......  1.6711e-06 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  699 


Estimate...  -0.5359 
AI SE......  0.13983 
T-stat.....  -3.8324 
p.val......  0.00012688 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  613 


Estimate...  -0.38092 
AI SE......  0.063081 
T-stat.....  -6.0385 
p.val......  1.5553e-09 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  687 


Estimate...  -0.25840 
AI SE......  0.13126 
T-stat.....  -1.9686 
p.val......  0.048998 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  22850 


Estimate...  -0.38622 
AI SE......  0.07055 
T-stat.....  -5.4743 
p.val......  4.3914e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3862159


s: 391 

Estimate...  -0.39969 
AI SE......  0.097189 
T-stat.....  -4.1126 
p.val......  3.9128e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  665 


Estimate...  -0.77029 
AI SE......  0.20691 
T-stat.....  -3.7229 
p.val......  0.00019694 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  642 


Estimate...  -0.23677 
AI SE......  0.087128 
T-stat.....  -2.7175 
p.val......  0.0065784 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  742 


Estimate...  -0.56738 
AI SE......  0.13794 
T-stat.....  -4.1132 
p.val......  3.9023e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  19439 


Estimate...  -0.36885 
AI SE......  0.039403 
T-stat.....  -9.3609 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3688504


s: 392 

Estimate...  -0.46707 
AI SE......  0.07797 
T-stat.....  -5.9904 
p.val......  2.0936e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  662 


Estimate...  -0.54634 
AI SE......  0.12709 
T-stat.....  -4.2988 
p.val......  1.7170e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  614 


Estimate...  -0.41522 
AI SE......  0.068135 
T-stat.....  -6.0942 
p.val......  1.1000e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  719 


Estimate...  -0.58228 
AI SE......  0.15867 
T-stat.....  -3.6698 
p.val......  0.00024278 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  13525 


Estimate...  -0.36568 
AI SE......  0.069506 
T-stat.....  -5.2612 
p.val......  1.431e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3656844


s: 393 

Estimate...  -0.39690 
AI SE......  0.073949 
T-stat.....  -5.3672 
p.val......  7.9989e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  666 


Estimate...  -0.46142 
AI SE......  0.11752 
T-stat.....  -3.9263 
p.val......  8.6248e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  635 


Estimate...  -0.33246 
AI SE......  0.072462 
T-stat.....  -4.5881 
p.val......  4.4738e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  722 


Estimate...  -0.45305 
AI SE......  0.1406 
T-stat.....  -3.2223 
p.val......  0.0012717 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  25446 


Estimate...  -0.42001 
AI SE......  0.055711 
T-stat.....  -7.5391 
p.val......  4.7296e-14 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4200065


s: 394 

Estimate...  -0.37857 
AI SE......  0.067519 
T-stat.....  -5.6069 
p.val......  2.0604e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  703 


Estimate...  -0.4441 
AI SE......  0.13146 
T-stat.....  -3.3783 
p.val......  0.00072932 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  622 


Estimate...  -0.35122 
AI SE......  0.063352 
T-stat.....  -5.5439 
p.val......  2.9583e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  697 


Estimate...  -0.44455 
AI SE......  0.13227 
T-stat.....  -3.3609 
p.val......  0.0007768 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  22288 


Estimate...  -0.36469 
AI SE......  0.050126 
T-stat.....  -7.2756 
p.val......  3.4484e-13 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3646940


s: 395 

Estimate...  -0.49483 
AI SE......  0.088773 
T-stat.....  -5.5741 
p.val......  2.4886e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  656 


Estimate...  -0.45831 
AI SE......  0.14961 
T-stat.....  -3.0633 
p.val......  0.0021890 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  666 


Estimate...  -0.37627 
AI SE......  0.06647 
T-stat.....  -5.6607 
p.val......  1.5074e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  715 


Estimate...  -0.55431 
AI SE......  0.13281 
T-stat.....  -4.1738 
p.val......  2.9959e-05 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  20946 


Estimate...  -0.41963 
AI SE......  0.046074 
T-stat.....  -9.1078 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4196317


s: 396 

Estimate...  -0.42118 
AI SE......  0.06617 
T-stat.....  -6.3652 
p.val......  1.9506e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  710 


Estimate...  -0.42399 
AI SE......  0.12871 
T-stat.....  -3.2943 
p.val......  0.00098672 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  655 


Estimate...  -0.41050 
AI SE......  0.063347 
T-stat.....  -6.4801 
p.val......  9.1673e-11 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  743 


Estimate...  -0.53075 
AI SE......  0.10638 
T-stat.....  -4.9894 
p.val......  6.0566e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  28200 


Estimate...  -0.38226 
AI SE......  0.019513 
T-stat.....  -19.59 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3822639


s: 397 

Estimate...  -0.35660 
AI SE......  0.07883 
T-stat.....  -4.5237 
p.val......  6.0768e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  713 


Estimate...  -0.37469 
AI SE......  0.18162 
T-stat.....  -2.0631 
p.val......  0.039103 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  613 


Estimate...  -0.41032 
AI SE......  0.066124 
T-stat.....  -6.2053 
p.val......  5.4584e-10 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  701 


Estimate...  -0.44379 
AI SE......  0.14354 
T-stat.....  -3.0917 
p.val......  0.0019903 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  21100 


Estimate...  -0.36759 
AI SE......  0.060321 
T-stat.....  -6.094 
p.val......  1.1013e-09 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.3675936


s: 398 

Estimate...  -0.36858 
AI SE......  0.070509 
T-stat.....  -5.2274 
p.val......  1.7187e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  709 


Estimate...  -0.39662 
AI SE......  0.12198 
T-stat.....  -3.2515 
p.val......  0.0011481 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  634 


Estimate...  -0.38391 
AI SE......  0.063067 
T-stat.....  -6.0874 
p.val......  1.1474e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  761 


Estimate...  -0.23966 
AI SE......  0.17399 
T-stat.....  -1.3774 
p.val......  0.16839 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  16531 


Estimate...  -0.41116 
AI SE......  0.051311 
T-stat.....  -8.0132 
p.val......  1.1102e-15 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4111643


s: 399 

Estimate...  -0.44585 
AI SE......  0.079149 
T-stat.....  -5.633 
p.val......  1.7708e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  703 


Estimate...  -0.51509 
AI SE......  0.18051 
T-stat.....  -2.8536 
p.val......  0.0043233 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  618 


Estimate...  -0.35103 
AI SE......  0.065189 
T-stat.....  -5.3848 
p.val......  7.2509e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  694 


Estimate...  -0.51906 
AI SE......  0.14103 
T-stat.....  -3.6806 
p.val......  0.00023269 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  18522 


Estimate...  -0.38130 
AI SE......  0.025916 
T-stat.....  -14.713 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3813041


s: 400 

Estimate...  -0.43684 
AI SE......  0.07151 
T-stat.....  -6.1088 
p.val......  1.0039e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  702 


Estimate...  -0.55921 
AI SE......  0.13993 
T-stat.....  -3.9963 
p.val......  6.435e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  624 


Estimate...  -0.40026 
AI SE......  0.066753 
T-stat.....  -5.9961 
p.val......  2.0212e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  713 


Estimate...  -0.28317 
AI SE......  0.12140 
T-stat.....  -2.3325 
p.val......  0.019674 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  27794 


Estimate...  -0.41536 
AI SE......  0.057932 
T-stat.....  -7.1698 
p.val......  7.5118e-13 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4153613


s: 401 

Estimate...  -0.37644 
AI SE......  0.07548 
T-stat.....  -4.9873 
p.val......  6.1213e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  685 


Estimate...  -0.7278 
AI SE......  0.12580 
T-stat.....  -5.7852 
p.val......  7.2413e-09 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  634 


Estimate...  -0.26570 
AI SE......  0.06274 
T-stat.....  -4.2349 
p.val......  2.2862e-05 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  717 


Estimate...  -0.39074 
AI SE......  0.17058 
T-stat.....  -2.2906 
p.val......  0.021984 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  16761 


Estimate...  -0.38801 
AI SE......  0.053514 
T-stat.....  -7.2507 
p.val......  4.1478e-13 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3880083


s: 402 

Estimate...  -0.40057 
AI SE......  0.076958 
T-stat.....  -5.205 
p.val......  1.9394e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  715 


Estimate...  -0.48948 
AI SE......  0.13302 
T-stat.....  -3.6796 
p.val......  0.00023356 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  668 


Estimate...  -0.26845 
AI SE......  0.063576 
T-stat.....  -4.2225 
p.val......  2.4166e-05 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  704 


Estimate...  -0.47305 
AI SE......  0.14404 
T-stat.....  -3.2842 
p.val......  0.0010227 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  21619 


Estimate...  -0.39713 
AI SE......  0.059728 
T-stat.....  -6.649 
p.val......  2.9519e-11 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3971299


s: 403 

Estimate...  -0.39962 
AI SE......  0.074161 
T-stat.....  -5.3885 
p.val......  7.1049e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  691 


Estimate...  -0.5912 
AI SE......  0.12521 
T-stat.....  -4.7218 
p.val......  2.3381e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  643 


Estimate...  -0.30821 
AI SE......  0.064904 
T-stat.....  -4.7487 
p.val......  2.0473e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  726 


Estimate...  -0.35666 
AI SE......  0.20342 
T-stat.....  -1.7533 
p.val......  0.079552 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  15249 


Estimate...  -0.38632 
AI SE......  0.065231 
T-stat.....  -5.9224 
p.val......  3.1729e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3863225


s: 404 

Estimate...  -0.37207 
AI SE......  0.084536 
T-stat.....  -4.4013 
p.val......  1.0760e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  668 


Estimate...  -0.64948 
AI SE......  0.15588 
T-stat.....  -4.1665 
p.val......  3.0931e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  633 


Estimate...  -0.36374 
AI SE......  0.071513 
T-stat.....  -5.0863 
p.val......  3.6505e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  712 


Estimate...  -0.42686 
AI SE......  0.16901 
T-stat.....  -2.5257 
p.val......  0.011548 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  15932 


Estimate...  -0.39726 
AI SE......  0.051632 
T-stat.....  -7.694 
p.val......  1.4211e-14 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3972591


s: 405 

Estimate...  -0.31137 
AI SE......  0.075496 
T-stat.....  -4.1244 
p.val......  3.7176e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  709 


Estimate...  -0.36995 
AI SE......  0.13367 
T-stat.....  -2.7676 
p.val......  0.0056475 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  654 


Estimate...  -0.28615 
AI SE......  0.067508 
T-stat.....  -4.2388 
p.val......  2.2473e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  762 


Estimate...  -0.35533 
AI SE......  0.11628 
T-stat.....  -3.0560 
p.val......  0.0022435 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  26296 


Estimate...  -0.36727 
AI SE......  0.02985 
T-stat.....  -12.304 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3672664


s: 406 

Estimate...  -0.32185 
AI SE......  0.07719 
T-stat.....  -4.1695 
p.val......  3.0525e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  682 


Estimate...  -0.7177 
AI SE......  0.17584 
T-stat.....  -4.0817 
p.val......  4.4714e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  621 


Estimate...  -0.34557 
AI SE......  0.064133 
T-stat.....  -5.3884 
p.val......  7.1101e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  685 


Estimate...  -0.26362 
AI SE......  0.16593 
T-stat.....  -1.5888 
p.val......  0.11211 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  16701 


Estimate...  -0.38406 
AI SE......  0.065808 
T-stat.....  -5.8361 
p.val......  5.3439e-09 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3840642


s: 407 

Estimate...  -0.44821 
AI SE......  0.0769 
T-stat.....  -5.8285 
p.val......  5.5935e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  662 


Estimate...  -0.45302 
AI SE......  0.11526 
T-stat.....  -3.9304 
p.val......  8.4821e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  634 


Estimate...  -0.31488 
AI SE......  0.067308 
T-stat.....  -4.6782 
p.val......  2.8935e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  727 


Estimate...  -0.61442 
AI SE......  0.14627 
T-stat.....  -4.2006 
p.val......  2.6626e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  19585 


Estimate...  -0.38372 
AI SE......  0.070365 
T-stat.....  -5.4533 
p.val......  4.9433e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3837217


s: 408 

Estimate...  -0.48452 
AI SE......  0.085231 
T-stat.....  -5.6848 
p.val......  1.3096e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  672 


Estimate...  -0.4044 
AI SE......  0.15298 
T-stat.....  -2.6435 
p.val......  0.0082052 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  622 


Estimate...  -0.41154 
AI SE......  0.071934 
T-stat.....  -5.721 
p.val......  1.0588e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  753 


Estimate...  -0.54257 
AI SE......  0.11826 
T-stat.....  -4.588 
p.val......  4.4747e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  22091 


Estimate...  -0.43736 
AI SE......  0.061643 
T-stat.....  -7.0951 
p.val......  1.2923e-12 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4373614


s: 409 

Estimate...  -0.33989 
AI SE......  0.072785 
T-stat.....  -4.6698 
p.val......  3.0147e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  697 


Estimate...  -0.54728 
AI SE......  0.13562 
T-stat.....  -4.0355 
p.val......  5.4483e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  650 


Estimate...  -0.33078 
AI SE......  0.061511 
T-stat.....  -5.3776 
p.val......  7.5475e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  715 


Estimate...  -0.19148 
AI SE......  0.12599 
T-stat.....  -1.5198 
p.val......  0.12855 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  24494 


Estimate...  -0.37341 
AI SE......  0.060318 
T-stat.....  -6.1907 
p.val......  5.9909e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3734107


s: 410 

Estimate...  -0.44484 
AI SE......  0.092305 
T-stat.....  -4.8192 
p.val......  1.4415e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  677 


Estimate...  -0.34460 
AI SE......  0.16164 
T-stat.....  -2.1319 
p.val......  0.033013 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  631 


Estimate...  -0.41487 
AI SE......  0.071358 
T-stat.....  -5.8139 
p.val......  6.1027e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  706 


Estimate...  -0.53477 
AI SE......  0.12556 
T-stat.....  -4.2592 
p.val......  2.0520e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  19135 


Estimate...  -0.37915 
AI SE......  0.031756 
T-stat.....  -11.939 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3791548


s: 411 

Estimate...  -0.4039 
AI SE......  0.071443 
T-stat.....  -5.6534 
p.val......  1.5733e-08 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  730 


Estimate...  -0.62013 
AI SE......  0.12089 
T-stat.....  -5.1299 
p.val......  2.8995e-07 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  652 


Estimate...  -0.41893 
AI SE......  0.067874 
T-stat.....  -6.1722 
p.val......  6.7357e-10 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  733 


Estimate...  -0.096672 
AI SE......  0.12250 
T-stat.....  -0.78914 
p.val......  0.43003 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  18549 


Estimate...  -0.41269 
AI SE......  0.065148 
T-stat.....  -6.3347 
p.val......  2.3776e-10 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.4126929


s: 412 

Estimate...  -0.28434 
AI SE......  0.074522 
T-stat.....  -3.8155 
p.val......  0.00013589 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  680 


Estimate...  -0.29669 
AI SE......  0.13847 
T-stat.....  -2.1426 
p.val......  0.032143 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  645 


Estimate...  -0.30806 
AI SE......  0.067398 
T-stat.....  -4.5707 
p.val......  4.8608e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  738 


Estimate...  -0.44343 
AI SE......  0.14788 
T-stat.....  -2.9986 
p.val......  0.0027126 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  22233 


Estimate...  -0.35467 
AI SE......  0.05148 
T-stat.....  -6.8896 
p.val......  5.5966e-12 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3546725


s: 413 

Estimate...  -0.32656 
AI SE......  0.070527 
T-stat.....  -4.6303 
p.val......  3.6516e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  709 


Estimate...  -0.5119 
AI SE......  0.13432 
T-stat.....  -3.8112 
p.val......  0.00013831 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  644 


Estimate...  -0.34990 
AI SE......  0.065627 
T-stat.....  -5.3315 
p.val......  9.738e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  691 


Estimate...  -0.44093 
AI SE......  0.13080 
T-stat.....  -3.3709 
p.val......  0.0007491 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  16570 


Estimate...  -0.3991 
AI SE......  0.060954 
T-stat.....  -6.5475 
p.val......  5.8513e-11 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

          [,1]
[1,] -0.399098


s: 414 

Estimate...  -0.41755 
AI SE......  0.068152 
T-stat.....  -6.1268 
p.val......  8.9655e-10 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  643 


Estimate...  -0.46748 
AI SE......  0.14773 
T-stat.....  -3.1644 
p.val......  0.0015538 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  600 


Estimate...  -0.44974 
AI SE......  0.064416 
T-stat.....  -6.9818 
p.val......  2.9137e-12 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  704 


Estimate...  -0.51926 
AI SE......  0.13946 
T-stat.....  -3.7232 
p.val......  0.00019669 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  18844 


Estimate...  -0.45923 
AI SE......  0.057648 
T-stat.....  -7.9661 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4592295


s: 415 

Estimate...  -0.36571 
AI SE......  0.080535 
T-stat.....  -4.541 
p.val......  5.5979e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  691 


Estimate...  -0.48811 
AI SE......  0.16504 
T-stat.....  -2.9575 
p.val......  0.0031012 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  618 


Estimate...  -0.41175 
AI SE......  0.060697 
T-stat.....  -6.7838 
p.val......  1.1709e-11 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  732 


Estimate...  -0.53417 
AI SE......  0.15586 
T-stat.....  -3.4273 
p.val......  0.00060957 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  14931 


Estimate...  -0.40986 
AI SE......  0.042106 
T-stat.....  -9.7339 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.4098567


s: 416 

Estimate...  -0.38406 
AI SE......  0.069941 
T-stat.....  -5.4912 
p.val......  3.992e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  686 


Estimate...  -0.57352 
AI SE......  0.14662 
T-stat.....  -3.9116 
p.val......  9.1702e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  610 


Estimate...  -0.41318 
AI SE......  0.072105 
T-stat.....  -5.7303 
p.val......  1.0028e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  698 


Estimate...  -0.36503 
AI SE......  0.13904 
T-stat.....  -2.6253 
p.val......  0.0086565 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  23013 


Estimate...  -0.37777 
AI SE......  0.035110 
T-stat.....  -10.760 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

          [,1]
[1,] -0.377768


s: 417 

Estimate...  -0.37402 
AI SE......  0.073532 
T-stat.....  -5.0865 
p.val......  3.6477e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  671 


Estimate...  -0.60691 
AI SE......  0.13366 
T-stat.....  -4.5407 
p.val......  5.6073e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  645 


Estimate...  -0.36981 
AI SE......  0.063156 
T-stat.....  -5.8555 
p.val......  4.7554e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  694 


Estimate...  -0.62212 
AI SE......  0.14767 
T-stat.....  -4.2129 
p.val......  2.5206e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  15476 


Estimate...  -0.45285 
AI SE......  0.061944 
T-stat.....  -7.3107 
p.val......  2.6579e-13 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4528548


s: 418 

Estimate...  -0.43216 
AI SE......  0.061675 
T-stat.....  -7.007 
p.val......  2.4341e-12 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  729 


Estimate...  -0.61537 
AI SE......  0.12462 
T-stat.....  -4.938 
p.val......  7.8916e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  629 


Estimate...  -0.31350 
AI SE......  0.055959 
T-stat.....  -5.6024 
p.val......  2.1142e-08 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  756 


Estimate...  -0.42999 
AI SE......  0.14174 
T-stat.....  -3.0335 
p.val......  0.0024171 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  18770 


Estimate...  -0.36616 
AI SE......  0.057458 
T-stat.....  -6.3727 
p.val......  1.8576e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3661586


s: 419 

Estimate...  -0.38249 
AI SE......  0.084198 
T-stat.....  -4.5427 
p.val......  5.554e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  689 


Estimate...  -0.3957 
AI SE......  0.17695 
T-stat.....  -2.2363 
p.val......  0.025334 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  630 


Estimate...  -0.32738 
AI SE......  0.065858 
T-stat.....  -4.971 
p.val......  6.661e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  707 


Estimate...  -0.43431 
AI SE......  0.20092 
T-stat.....  -2.1616 
p.val......  0.030649 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  13016 


Estimate...  -0.38495 
AI SE......  0.049080 
T-stat.....  -7.8435 
p.val......  4.4409e-15 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3849537


s: 420 

Estimate...  -0.50397 
AI SE......  0.066221 
T-stat.....  -7.6105 
p.val......  2.7311e-14 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  663 


Estimate...  -0.50925 
AI SE......  0.10077 
T-stat.....  -5.0536 
p.val......  4.3354e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  606 


Estimate...  -0.29571 
AI SE......  0.059707 
T-stat.....  -4.9528 
p.val......  7.317e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  696 


Estimate...  -0.47577 
AI SE......  0.12634 
T-stat.....  -3.7659 
p.val......  0.00016596 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  23036 


Estimate...  -0.41589 
AI SE......  0.040502 
T-stat.....  -10.268 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4158868


s: 421 

Estimate...  -0.34763 
AI SE......  0.064817 
T-stat.....  -5.3632 
p.val......  8.1763e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  687 


Estimate...  -0.52535 
AI SE......  0.12233 
T-stat.....  -4.2947 
p.val......  1.7494e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  671 


Estimate...  -0.30821 
AI SE......  0.058664 
T-stat.....  -5.2538 
p.val......  1.4901e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  744 


Estimate...  -0.29746 
AI SE......  0.11835 
T-stat.....  -2.5134 
p.val......  0.011957 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  18233 


Estimate...  -0.41204 
AI SE......  0.055895 
T-stat.....  -7.3717 
p.val......  1.6853e-13 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4120411


s: 422 

Estimate...  -0.39497 
AI SE......  0.076504 
T-stat.....  -5.1627 
p.val......  2.4341e-07 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  687 


Estimate...  -0.51397 
AI SE......  0.11256 
T-stat.....  -4.5661 
p.val......  4.9697e-06 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  627 


Estimate...  -0.32173 
AI SE......  0.062172 
T-stat.....  -5.1748 
p.val......  2.2821e-07 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  680 


Estimate...  -0.45962 
AI SE......  0.13112 
T-stat.....  -3.5054 
p.val......  0.00045598 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  24898 


Estimate...  -0.39654 
AI SE......  0.076853 
T-stat.....  -5.1597 
p.val......  2.4729e-07 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3965441


s: 423 

Estimate...  -0.40691 
AI SE......  0.066752 
T-stat.....  -6.096 
p.val......  1.0879e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  664 


Estimate...  -0.4643 
AI SE......  0.12305 
T-stat.....  -3.7734 
p.val......  0.00016106 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  638 


Estimate...  -0.34154 
AI SE......  0.057693 
T-stat.....  -5.92 
p.val......  3.2201e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  696 


Estimate...  -0.60423 
AI SE......  0.15134 
T-stat.....  -3.9925 
p.val......  6.5382e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  19721 


Estimate...  -0.37196 
AI SE......  0.049478 
T-stat.....  -7.5177 
p.val......  5.5733e-14 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3719631


s: 424 

Estimate...  -0.46983 
AI SE......  0.07356 
T-stat.....  -6.387 
p.val......  1.6915e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  666 


Estimate...  -0.64148 
AI SE......  0.12091 
T-stat.....  -5.3054 
p.val......  1.1242e-07 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  619 


Estimate...  -0.29369 
AI SE......  0.065837 
T-stat.....  -4.4609 
p.val......  8.163e-06 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  671 


Estimate...  -0.47146 
AI SE......  0.11699 
T-stat.....  -4.0301 
p.val......  5.5763e-05 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  22254 


Estimate...  -0.38014 
AI SE......  0.042991 
T-stat.....  -8.8422 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.3801364


s: 425 

Estimate...  -0.38350 
AI SE......  0.077085 
T-stat.....  -4.975 
p.val......  6.5263e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  671 


Estimate...  -0.4942 
AI SE......  0.13068 
T-stat.....  -3.7818 
p.val......  0.00015569 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  651 


Estimate...  -0.3951 
AI SE......  0.062701 
T-stat.....  -6.3014 
p.val......  2.9503e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  741 


Estimate...  -0.50755 
AI SE......  0.13732 
T-stat.....  -3.696 
p.val......  0.00021905 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  18318 


Estimate...  -0.37485 
AI SE......  0.060896 
T-stat.....  -6.1556 
p.val......  7.4787e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

          [,1]
[1,] -0.374851


s: 426 

Estimate...  -0.27824 
AI SE......  0.077373 
T-stat.....  -3.5961 
p.val......  0.00032301 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  671 


Estimate...  -0.32517 
AI SE......  0.18222 
T-stat.....  -1.7845 
p.val......  0.074346 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  639 


Estimate...  -0.3346 
AI SE......  0.064197 
T-stat.....  -5.2121 
p.val......  1.8674e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  764 


Estimate...  -0.56178 
AI SE......  0.16433 
T-stat.....  -3.4186 
p.val......  0.00062947 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  15536 


Estimate...  -0.38066 
AI SE......  0.025496 
T-stat.....  -14.93 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3806563


s: 427 

Estimate...  -0.39091 
AI SE......  0.084122 
T-stat.....  -4.6469 
p.val......  3.3697e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  706 


Estimate...  -0.28203 
AI SE......  0.14622 
T-stat.....  -1.9287 
p.val......  0.053766 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  667 


Estimate...  -0.39396 
AI SE......  0.069826 
T-stat.....  -5.642 
p.val......  1.6812e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  721 


Estimate...  -0.21441 
AI SE......  0.18388 
T-stat.....  -1.1660 
p.val......  0.24361 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  18088 


Estimate...  -0.38304 
AI SE......  0.039347 
T-stat.....  -9.735 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3830430


s: 428 

Estimate...  -0.40187 
AI SE......  0.07628 
T-stat.....  -5.2683 
p.val......  1.3769e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  698 


Estimate...  -0.38384 
AI SE......  0.15329 
T-stat.....  -2.5040 
p.val......  0.012278 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  643 


Estimate...  -0.37334 
AI SE......  0.065739 
T-stat.....  -5.6791 
p.val......  1.3543e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  744 


Estimate...  -0.38552 
AI SE......  0.15268 
T-stat.....  -2.5250 
p.val......  0.011571 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  17523 


Estimate...  -0.36396 
AI SE......  0.063604 
T-stat.....  -5.7223 
p.val......  1.0506e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3639620


s: 429 

Estimate...  -0.34417 
AI SE......  0.080698 
T-stat.....  -4.265 
p.val......  1.9994e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  631 


Estimate...  -0.41442 
AI SE......  0.14199 
T-stat.....  -2.9186 
p.val......  0.0035158 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  604 


Estimate...  -0.38553 
AI SE......  0.071256 
T-stat.....  -5.4105 
p.val......  6.2865e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  691 


Estimate...  -0.18978 
AI SE......  0.16446 
T-stat.....  -1.1540 
p.val......  0.24852 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  18327 


Estimate...  -0.40904 
AI SE......  0.054425 
T-stat.....  -7.5156 
p.val......  5.6621e-14 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.4090354


s: 430 

Estimate...  -0.40957 
AI SE......  0.0753 
T-stat.....  -5.4392 
p.val......  5.3535e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  708 


Estimate...  -0.34063 
AI SE......  0.15059 
T-stat.....  -2.2620 
p.val......  0.023700 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  647 


Estimate...  -0.32437 
AI SE......  0.063929 
T-stat.....  -5.074 
p.val......  3.8963e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  695 


Estimate...  -0.35564 
AI SE......  0.12406 
T-stat.....  -2.8666 
p.val......  0.0041491 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  24868 


Estimate...  -0.3636 
AI SE......  0.049424 
T-stat.....  -7.3569 
p.val......  1.8829e-13 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3636028


s: 431 

Estimate...  -0.45966 
AI SE......  0.077579 
T-stat.....  -5.9251 
p.val......  3.1203e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  637 


Estimate...  -0.50302 
AI SE......  0.13156 
T-stat.....  -3.8234 
p.val......  0.00013160 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  627 


Estimate...  -0.32539 
AI SE......  0.066429 
T-stat.....  -4.8983 
p.val......  9.6687e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  685 


Estimate...  -0.14796 
AI SE......  0.16984 
T-stat.....  -0.87116 
p.val......  0.38367 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  15994 


Estimate...  -0.35176 
AI SE......  0.062774 
T-stat.....  -5.6037 
p.val......  2.0983e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3517638


s: 432 

Estimate...  -0.37208 
AI SE......  0.081815 
T-stat.....  -4.5478 
p.val......  5.4211e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  699 


Estimate...  -0.55889 
AI SE......  0.14192 
T-stat.....  -3.9381 
p.val......  8.2119e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  640 


Estimate...  -0.29133 
AI SE......  0.072219 
T-stat.....  -4.034 
p.val......  5.483e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  680 


Estimate...  -0.3665 
AI SE......  0.14377 
T-stat.....  -2.5493 
p.val......  0.010795 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  15416 


Estimate...  -0.40092 
AI SE......  0.049361 
T-stat.....  -8.1221 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.4009163


s: 433 

Estimate...  -0.44262 
AI SE......  0.077051 
T-stat.....  -5.7445 
p.val......  9.221e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  756 


Estimate...  -0.63934 
AI SE......  0.16839 
T-stat.....  -3.7969 
p.val......  0.00014653 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  632 


Estimate...  -0.29135 
AI SE......  0.066464 
T-stat.....  -4.3836 
p.val......  1.1672e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  734 


Estimate...  -0.50839 
AI SE......  0.21222 
T-stat.....  -2.3956 
p.val......  0.016595 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  15987 


Estimate...  -0.37725 
AI SE......  0.05959 
T-stat.....  -6.3308 
p.val......  2.4386e-10 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3772543


s: 434 

Estimate...  -0.36133 
AI SE......  0.070072 
T-stat.....  -5.1565 
p.val......  2.5158e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  692 


Estimate...  -0.5257 
AI SE......  0.12701 
T-stat.....  -4.1391 
p.val......  3.4868e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  620 


Estimate...  -0.4316 
AI SE......  0.067011 
T-stat.....  -6.4406 
p.val......  1.1897e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  739 


Estimate...  -0.44262 
AI SE......  0.15876 
T-stat.....  -2.7881 
p.val......  0.0053021 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  17936 


Estimate...  -0.44845 
AI SE......  0.056281 
T-stat.....  -7.968 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4484451


s: 435 

Estimate...  -0.49837 
AI SE......  0.083956 
T-stat.....  -5.936 
p.val......  2.9196e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  685 


Estimate...  -0.42373 
AI SE......  0.13921 
T-stat.....  -3.0439 
p.val......  0.0023357 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  611 


Estimate...  -0.40567 
AI SE......  0.060463 
T-stat.....  -6.7093 
p.val......  1.9555e-11 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  722 


Estimate...  -0.38918 
AI SE......  0.15170 
T-stat.....  -2.5655 
p.val......  0.010303 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  19701 


Estimate...  -0.3613 
AI SE......  0.027312 
T-stat.....  -13.228 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3613024


s: 436 

Estimate...  -0.39966 
AI SE......  0.088194 
T-stat.....  -4.5316 
p.val......  5.8537e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  684 


Estimate...  -0.46325 
AI SE......  0.16122 
T-stat.....  -2.8735 
p.val......  0.0040598 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  622 


Estimate...  -0.33798 
AI SE......  0.0668 
T-stat.....  -5.0597 
p.val......  4.1994e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  708 


Estimate...  -0.28036 
AI SE......  0.12463 
T-stat.....  -2.2496 
p.val......  0.024475 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  20094 


Estimate...  -0.39465 
AI SE......  0.03581 
T-stat.....  -11.020 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3946454


s: 437 

Estimate...  -0.46289 
AI SE......  0.073702 
T-stat.....  -6.2805 
p.val......  3.3746e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  676 


Estimate...  -0.55512 
AI SE......  0.11095 
T-stat.....  -5.0034 
p.val......  5.6328e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  632 


Estimate...  -0.37624 
AI SE......  0.068155 
T-stat.....  -5.5204 
p.val......  3.3825e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  697 


Estimate...  -0.34552 
AI SE......  0.17037 
T-stat.....  -2.0280 
p.val......  0.042557 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  17318 


Estimate...  -0.39364 
AI SE......  0.049849 
T-stat.....  -7.8968 
p.val......  2.8866e-15 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3936447


s: 438 

Estimate...  -0.39342 
AI SE......  0.071427 
T-stat.....  -5.5079 
p.val......  3.6307e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  713 


Estimate...  -0.51934 
AI SE......  0.12503 
T-stat.....  -4.1538 
p.val......  3.2693e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  641 


Estimate...  -0.41755 
AI SE......  0.064872 
T-stat.....  -6.4365 
p.val......  1.2225e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  750 


Estimate...  -0.40331 
AI SE......  0.19005 
T-stat.....  -2.1222 
p.val......  0.033825 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  18204 


Estimate...  -0.36244 
AI SE......  0.04188 
T-stat.....  -8.6541 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3624386


s: 439 

Estimate...  -0.38550 
AI SE......  0.091371 
T-stat.....  -4.2191 
p.val......  2.4529e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  690 


Estimate...  -0.51617 
AI SE......  0.15526 
T-stat.....  -3.3245 
p.val......  0.00088578 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  615 


Estimate...  -0.40577 
AI SE......  0.071599 
T-stat.....  -5.6673 
p.val......  1.4508e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  694 


Estimate...  -0.014896 
AI SE......  0.18141 
T-stat.....  -0.082114 
p.val......  0.93456 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  16272 


Estimate...  -0.37545 
AI SE......  0.0608 
T-stat.....  -6.1751 
p.val......  6.6113e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3754481


s: 440 

Estimate...  -0.35376 
AI SE......  0.07414 
T-stat.....  -4.7714 
p.val......  1.8291e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  659 


Estimate...  -0.48654 
AI SE......  0.10859 
T-stat.....  -4.4804 
p.val......  7.452e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  595 


Estimate...  -0.42277 
AI SE......  0.06987 
T-stat.....  -6.0508 
p.val......  1.4411e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  681 


Estimate...  -0.56337 
AI SE......  0.14320 
T-stat.....  -3.9342 
p.val......  8.3478e-05 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  19625 


Estimate...  -0.43258 
AI SE......  0.069612 
T-stat.....  -6.2142 
p.val......  5.1594e-10 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.4325823


s: 441 

Estimate...  -0.41831 
AI SE......  0.077546 
T-stat.....  -5.3943 
p.val......  6.8806e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  671 


Estimate...  -0.63866 
AI SE......  0.14234 
T-stat.....  -4.4867 
p.val......  7.2331e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  638 


Estimate...  -0.37313 
AI SE......  0.067573 
T-stat.....  -5.522 
p.val......  3.3525e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  678 


Estimate...  -0.50559 
AI SE......  0.17121 
T-stat.....  -2.9531 
p.val......  0.0031463 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  18783 


Estimate...  -0.38381 
AI SE......  0.043811 
T-stat.....  -8.7607 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3838110


s: 442 

Estimate...  -0.45937 
AI SE......  0.074405 
T-stat.....  -6.1739 
p.val......  6.663e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  709 


Estimate...  -0.57192 
AI SE......  0.10975 
T-stat.....  -5.2113 
p.val......  1.8757e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  636 


Estimate...  -0.40022 
AI SE......  0.063562 
T-stat.....  -6.2965 
p.val......  3.044e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  725 


Estimate...  -0.5618 
AI SE......  0.11957 
T-stat.....  -4.6986 
p.val......  2.6189e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  26753 


Estimate...  -0.37457 
AI SE......  0.039235 
T-stat.....  -9.5468 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3745724


s: 443 

Estimate...  -0.40714 
AI SE......  0.085372 
T-stat.....  -4.769 
p.val......  1.8513e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  701 


Estimate...  -0.40293 
AI SE......  0.17611 
T-stat.....  -2.2879 
p.val......  0.022143 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  619 


Estimate...  -0.38368 
AI SE......  0.064886 
T-stat.....  -5.9131 
p.val......  3.3566e-09 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  680 


Estimate...  -0.35199 
AI SE......  0.24776 
T-stat.....  -1.4207 
p.val......  0.15541 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  13162 


Estimate...  -0.41467 
AI SE......  0.060947 
T-stat.....  -6.8039 
p.val......  1.0185e-11 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

          [,1]
[1,] -0.414672


s: 444 

Estimate...  -0.37507 
AI SE......  0.073266 
T-stat.....  -5.1193 
p.val......  3.0669e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  687 


Estimate...  -0.4337 
AI SE......  0.13820 
T-stat.....  -3.1381 
p.val......  0.0017004 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  650 


Estimate...  -0.33687 
AI SE......  0.073966 
T-stat.....  -4.5544 
p.val......  5.2546e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  686 


Estimate...  -0.55051 
AI SE......  0.18288 
T-stat.....  -3.0102 
p.val......  0.0026109 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  12706 


Estimate...  -0.41006 
AI SE......  0.068766 
T-stat.....  -5.9631 
p.val......  2.4747e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4100592


s: 445 

Estimate...  -0.41469 
AI SE......  0.075216 
T-stat.....  -5.5133 
p.val......  3.5209e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  663 


Estimate...  -0.54098 
AI SE......  0.11488 
T-stat.....  -4.7090 
p.val......  2.4900e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  673 


Estimate...  -0.3601 
AI SE......  0.072717 
T-stat.....  -4.952 
p.val......  7.3436e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  744 


Estimate...  -0.45376 
AI SE......  0.14683 
T-stat.....  -3.0904 
p.val......  0.0019992 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  18682 


Estimate...  -0.39174 
AI SE......  0.050057 
T-stat.....  -7.826 
p.val......  5.107e-15 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3917447


s: 446 

Estimate...  -0.43652 
AI SE......  0.079433 
T-stat.....  -5.4955 
p.val......  3.8968e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  669 


Estimate...  -0.57485 
AI SE......  0.15400 
T-stat.....  -3.7329 
p.val......  0.00018929 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  637 


Estimate...  -0.45259 
AI SE......  0.066102 
T-stat.....  -6.8469 
p.val......  7.5489e-12 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  730 


Estimate...  -0.39323 
AI SE......  0.13188 
T-stat.....  -2.9818 
p.val......  0.002866 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  22096 


Estimate...  -0.4155 
AI SE......  0.050156 
T-stat.....  -8.284 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4154971


s: 447 

Estimate...  -0.39981 
AI SE......  0.085132 
T-stat.....  -4.6963 
p.val......  2.6488e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  705 


Estimate...  -0.49371 
AI SE......  0.14571 
T-stat.....  -3.3884 
p.val......  0.00070296 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  627 


Estimate...  -0.39533 
AI SE......  0.066119 
T-stat.....  -5.9791 
p.val......  2.2435e-09 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  678 


Estimate...  -0.44449 
AI SE......  0.15443 
T-stat.....  -2.8783 
p.val......  0.0039986 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  14892 


Estimate...  -0.40516 
AI SE......  0.051891 
T-stat.....  -7.8078 
p.val......  5.7732e-15 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4051565


s: 448 

Estimate...  -0.46252 
AI SE......  0.07522 
T-stat.....  -6.149 
p.val......  7.8002e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  702 


Estimate...  -0.62379 
AI SE......  0.13213 
T-stat.....  -4.7209 
p.val......  2.348e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  623 


Estimate...  -0.4683 
AI SE......  0.069274 
T-stat.....  -6.7602 
p.val......  1.3783e-11 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  736 


Estimate...  -0.53316 
AI SE......  0.11363 
T-stat.....  -4.6918 
p.val......  2.7076e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  26522 


Estimate...  -0.45074 
AI SE......  0.06711 
T-stat.....  -6.7164 
p.val......  1.8621e-11 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4507398


s: 449 

Estimate...  -0.36838 
AI SE......  0.069845 
T-stat.....  -5.2742 
p.val......  1.3330e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  686 


Estimate...  -0.7282 
AI SE......  0.13666 
T-stat.....  -5.3285 
p.val......  9.9018e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  640 


Estimate...  -0.35575 
AI SE......  0.062667 
T-stat.....  -5.6768 
p.val......  1.3720e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  714 


Estimate...  -0.38227 
AI SE......  0.15577 
T-stat.....  -2.4541 
p.val......  0.014123 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  20115 


Estimate...  -0.3994 
AI SE......  0.048119 
T-stat.....  -8.3003 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3993999


s: 450 

Estimate...  -0.4306 
AI SE......  0.08656 
T-stat.....  -4.9746 
p.val......  6.5394e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  676 


Estimate...  -0.75609 
AI SE......  0.13837 
T-stat.....  -5.4642 
p.val......  4.6491e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  659 


Estimate...  -0.45625 
AI SE......  0.068288 
T-stat.....  -6.6812 
p.val......  2.3696e-11 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  730 


Estimate...  -0.62061 
AI SE......  0.15870 
T-stat.....  -3.9105 
p.val......  9.2095e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  18557 


Estimate...  -0.43815 
AI SE......  0.066679 
T-stat.....  -6.5711 
p.val......  4.9938e-11 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4381546


s: 451 

Estimate...  -0.49399 
AI SE......  0.075299 
T-stat.....  -6.5604 
p.val......  5.3679e-11 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  693 


Estimate...  -0.40116 
AI SE......  0.12104 
T-stat.....  -3.3142 
p.val......  0.000919 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  647 


Estimate...  -0.40527 
AI SE......  0.068767 
T-stat.....  -5.8933 
p.val......  3.7859e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  720 


Estimate...  -0.6205 
AI SE......  0.14342 
T-stat.....  -4.3266 
p.val......  1.5145e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  17733 


Estimate...  -0.41292 
AI SE......  0.045651 
T-stat.....  -9.045 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.4129155


s: 452 

Estimate...  -0.24967 
AI SE......  0.070663 
T-stat.....  -3.5333 
p.val......  0.00041037 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  671 


Estimate...  -0.47597 
AI SE......  0.11835 
T-stat.....  -4.0216 
p.val......  5.7796e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  631 


Estimate...  -0.36166 
AI SE......  0.065712 
T-stat.....  -5.5037 
p.val......  3.7182e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  759 


Estimate...  -0.34947 
AI SE......  0.12960 
T-stat.....  -2.6966 
p.val......  0.0070045 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  23398 


Estimate...  -0.39456 
AI SE......  0.031492 
T-stat.....  -12.529 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3945592


s: 453 

Estimate...  -0.42511 
AI SE......  0.062483 
T-stat.....  -6.8036 
p.val......  1.0204e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  687 


Estimate...  -0.6764 
AI SE......  0.15390 
T-stat.....  -4.3951 
p.val......  1.1071e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  645 


Estimate...  -0.30386 
AI SE......  0.062263 
T-stat.....  -4.8803 
p.val......  1.0594e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  687 


Estimate...  -0.43624 
AI SE......  0.12899 
T-stat.....  -3.3819 
p.val......  0.00071997 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  24392 


Estimate...  -0.38749 
AI SE......  0.029355 
T-stat.....  -13.2 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3874929


s: 454 

Estimate...  -0.35683 
AI SE......  0.071286 
T-stat.....  -5.0056 
p.val......  5.5691e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  718 


Estimate...  -0.44753 
AI SE......  0.11003 
T-stat.....  -4.0674 
p.val......  4.7543e-05 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  636 


Estimate...  -0.23793 
AI SE......  0.067289 
T-stat.....  -3.5359 
p.val......  0.00040637 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  720 


Estimate...  -0.21486 
AI SE......  0.14210 
T-stat.....  -1.5121 
p.val......  0.13052 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  27276 


Estimate...  -0.39369 
AI SE......  0.032674 
T-stat.....  -12.049 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3936881


s: 455 

Estimate...  -0.45103 
AI SE......  0.073157 
T-stat.....  -6.1652 
p.val......  7.0403e-10 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  684 


Estimate...  -0.60336 
AI SE......  0.12620 
T-stat.....  -4.7809 
p.val......  1.7453e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  637 


Estimate...  -0.34369 
AI SE......  0.062132 
T-stat.....  -5.5316 
p.val......  3.1741e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  738 


Estimate...  -0.17026 
AI SE......  0.16306 
T-stat.....  -1.0441 
p.val......  0.29643 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  20726 


Estimate...  -0.43938 
AI SE......  0.052201 
T-stat.....  -8.4172 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4393843


s: 456 

Estimate...  -0.35001 
AI SE......  0.080043 
T-stat.....  -4.3728 
p.val......  1.2264e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  669 


Estimate...  -0.43748 
AI SE......  0.14192 
T-stat.....  -3.0827 
p.val......  0.0020515 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  652 


Estimate...  -0.3308 
AI SE......  0.06591 
T-stat.....  -5.0189 
p.val......  5.1966e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  677 


Estimate...  -0.39612 
AI SE......  0.15522 
T-stat.....  -2.5521 
p.val......  0.010709 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  18728 


Estimate...  -0.35857 
AI SE......  0.055665 
T-stat.....  -6.4415 
p.val......  1.1827e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3585657


s: 457 

Estimate...  -0.40673 
AI SE......  0.070516 
T-stat.....  -5.7679 
p.val......  8.0248e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  678 


Estimate...  -0.51546 
AI SE......  0.12796 
T-stat.....  -4.0283 
p.val......  5.6181e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  612 


Estimate...  -0.42272 
AI SE......  0.065726 
T-stat.....  -6.4315 
p.val......  1.2631e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  707 


Estimate...  -0.37466 
AI SE......  0.1175 
T-stat.....  -3.1886 
p.val......  0.0014296 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  18508 


Estimate...  -0.41722 
AI SE......  0.06085 
T-stat.....  -6.8564 
p.val......  7.0604e-12 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4172152


s: 458 

Estimate...  -0.36476 
AI SE......  0.070131 
T-stat.....  -5.2011 
p.val......  1.9811e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  658 


Estimate...  -0.26952 
AI SE......  0.15784 
T-stat.....  -1.7076 
p.val......  0.08772 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  640 


Estimate...  -0.38811 
AI SE......  0.063009 
T-stat.....  -6.1596 
p.val......  7.2915e-10 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  728 


Estimate...  -0.35635 
AI SE......  0.16057 
T-stat.....  -2.2192 
p.val......  0.026471 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  17522 


Estimate...  -0.38415 
AI SE......  0.057276 
T-stat.....  -6.707 
p.val......  1.9859e-11 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3841544


s: 459 

Estimate...  -0.47252 
AI SE......  0.081912 
T-stat.....  -5.7686 
p.val......  7.9938e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  666 


Estimate...  -0.39392 
AI SE......  0.15550 
T-stat.....  -2.5333 
p.val......  0.011300 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  639 


Estimate...  -0.36976 
AI SE......  0.07123 
T-stat.....  -5.191 
p.val......  2.0913e-07 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  727 


Estimate...  -0.095386 
AI SE......  0.13843 
T-stat.....  -0.68906 
p.val......  0.49079 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  21452 


Estimate...  -0.39402 
AI SE......  0.068622 
T-stat.....  -5.7419 
p.val......  9.3605e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.3940239


s: 460 

Estimate...  -0.40272 
AI SE......  0.065798 
T-stat.....  -6.1206 
p.val......  9.3207e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  675 


Estimate...  -0.52079 
AI SE......  0.14420 
T-stat.....  -3.6117 
p.val......  0.00030424 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  621 


Estimate...  -0.32970 
AI SE......  0.065634 
T-stat.....  -5.0232 
p.val......  5.0805e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  722 


Estimate...  -0.39121 
AI SE......  0.13178 
T-stat.....  -2.9687 
p.val......  0.0029902 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  21616 


Estimate...  -0.35308 
AI SE......  0.043828 
T-stat.....  -8.0562 
p.val......  8.8818e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3530830


s: 461 

Estimate...  -0.41316 
AI SE......  0.068704 
T-stat.....  -6.0136 
p.val......  1.8145e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  676 


Estimate...  -0.5389 
AI SE......  0.14865 
T-stat.....  -3.6253 
p.val......  0.00028864 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  623 


Estimate...  -0.33584 
AI SE......  0.059197 
T-stat.....  -5.6733 
p.val......  1.4009e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  713 


Estimate...  -0.41804 
AI SE......  0.13769 
T-stat.....  -3.0362 
p.val......  0.0023962 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  25399 


Estimate...  -0.40118 
AI SE......  0.052968 
T-stat.....  -7.5741 
p.val......  3.6193e-14 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4011844


s: 462 

Estimate...  -0.43856 
AI SE......  0.075325 
T-stat.....  -5.8223 
p.val......  5.8042e-09 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  673 


Estimate...  -0.47722 
AI SE......  0.11204 
T-stat.....  -4.2593 
p.val......  2.0508e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  588 


Estimate...  -0.26590 
AI SE......  0.066229 
T-stat.....  -4.0149 
p.val......  5.9465e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  665 


Estimate...  -0.22037 
AI SE......  0.15621 
T-stat.....  -1.4108 
p.val......  0.15831 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  18658 


Estimate...  -0.41583 
AI SE......  0.064685 
T-stat.....  -6.4285 
p.val......  1.2884e-10 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.4158314


s: 463 

Estimate...  -0.36865 
AI SE......  0.062633 
T-stat.....  -5.8859 
p.val......  3.9595e-09 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  703 


Estimate...  -0.51542 
AI SE......  0.11718 
T-stat.....  -4.3984 
p.val......  1.0907e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  641 


Estimate...  -0.31081 
AI SE......  0.064784 
T-stat.....  -4.7976 
p.val......  1.6057e-06 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  707 


Estimate...  -0.51919 
AI SE......  0.12495 
T-stat.....  -4.1551 
p.val......  3.2520e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  18288 


Estimate...  -0.42014 
AI SE......  0.047292 
T-stat.....  -8.884 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.4201398


s: 464 

Estimate...  -0.36127 
AI SE......  0.078235 
T-stat.....  -4.6177 
p.val......  3.8793e-06 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  732 


Estimate...  -0.443 
AI SE......  0.12595 
T-stat.....  -3.5173 
p.val......  0.00043591 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  637 


Estimate...  -0.31299 
AI SE......  0.061016 
T-stat.....  -5.1297 
p.val......  2.9013e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  754 


Estimate...  -0.61037 
AI SE......  0.13359 
T-stat.....  -4.5689 
p.val......  4.9033e-06 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  23533 


Estimate...  -0.35679 
AI SE......  0.059998 
T-stat.....  -5.9466 
p.val......  2.7373e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3567869


s: 465 

Estimate...  -0.29268 
AI SE......  0.082231 
T-stat.....  -3.5592 
p.val......  0.00037198 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  709 


Estimate...  -0.49511 
AI SE......  0.14263 
T-stat.....  -3.4712 
p.val......  0.00051813 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  643 


Estimate...  -0.51481 
AI SE......  0.073387 
T-stat.....  -7.015 
p.val......  2.3004e-12 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  756 


Estimate...  -0.63484 
AI SE......  0.16293 
T-stat.....  -3.8964 
p.val......  9.7632e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  13611 


Estimate...  -0.44606 
AI SE......  0.051869 
T-stat.....  -8.5997 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.4460578


s: 466 

Estimate...  -0.45374 
AI SE......  0.078922 
T-stat.....  -5.7492 
p.val......  8.9675e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  652 


Estimate...  -0.46966 
AI SE......  0.16964 
T-stat.....  -2.7685 
p.val......  0.0056311 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  640 


Estimate...  -0.35301 
AI SE......  0.064585 
T-stat.....  -5.4658 
p.val......  4.6074e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  703 


Estimate...  -0.86443 
AI SE......  0.15139 
T-stat.....  -5.7098 
p.val......  1.1309e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  24751 


Estimate...  -0.4296 
AI SE......  0.038444 
T-stat.....  -11.175 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4296039


s: 467 

Estimate...  -0.34141 
AI SE......  0.073113 
T-stat.....  -4.6696 
p.val......  3.0179e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  679 


Estimate...  -0.43319 
AI SE......  0.14606 
T-stat.....  -2.9658 
p.val......  0.0030188 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  618 


Estimate...  -0.40815 
AI SE......  0.062223 
T-stat.....  -6.5594 
p.val......  5.4041e-11 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  712 


Estimate...  -0.39546 
AI SE......  0.13516 
T-stat.....  -2.9257 
p.val......  0.0034364 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  21404 


Estimate...  -0.3648 
AI SE......  0.050299 
T-stat.....  -7.2527 
p.val......  4.0856e-13 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3648026


s: 468 

Estimate...  -0.38293 
AI SE......  0.070484 
T-stat.....  -5.433 
p.val......  5.5428e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  734 


Estimate...  -0.42953 
AI SE......  0.14152 
T-stat.....  -3.0352 
p.val......  0.0024040 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  641 


Estimate...  -0.38362 
AI SE......  0.064893 
T-stat.....  -5.9117 
p.val......  3.3868e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  733 


Estimate...  -0.31333 
AI SE......  0.12138 
T-stat.....  -2.5815 
p.val......  0.0098378 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  21406 


Estimate...  -0.35091 
AI SE......  0.05901 
T-stat.....  -5.9466 
p.val......  2.7372e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3509087


s: 469 

Estimate...  -0.47793 
AI SE......  0.09026 
T-stat.....  -5.295 
p.val......  1.1900e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  706 


Estimate...  -0.61194 
AI SE......  0.17466 
T-stat.....  -3.5035 
p.val......  0.00045913 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  636 


Estimate...  -0.28302 
AI SE......  0.066699 
T-stat.....  -4.2433 
p.val......  2.2024e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  712 


Estimate...  -0.35437 
AI SE......  0.14566 
T-stat.....  -2.4330 
p.val......  0.014975 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  23330 


Estimate...  -0.42213 
AI SE......  0.050707 
T-stat.....  -8.325 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4221345


s: 470 

Estimate...  -0.46695 
AI SE......  0.06711 
T-stat.....  -6.9579 
p.val......  3.4537e-12 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  711 


Estimate...  -0.58881 
AI SE......  0.11225 
T-stat.....  -5.2457 
p.val......  1.5570e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  659 


Estimate...  -0.41357 
AI SE......  0.065272 
T-stat.....  -6.3362 
p.val......  2.3550e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  781 


Estimate...  -0.5867 
AI SE......  0.13471 
T-stat.....  -4.3552 
p.val......  1.3297e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  19139 


Estimate...  -0.44875 
AI SE......  0.041658 
T-stat.....  -10.772 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.4487464


s: 471 

Estimate...  -0.38445 
AI SE......  0.07095 
T-stat.....  -5.4185 
p.val......  6.0089e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  703 


Estimate...  -0.36202 
AI SE......  0.11844 
T-stat.....  -3.0564 
p.val......  0.0022400 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  654 


Estimate...  -0.35307 
AI SE......  0.060188 
T-stat.....  -5.8661 
p.val......  4.4614e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  798 


Estimate...  -0.32263 
AI SE......  0.12542 
T-stat.....  -2.5725 
p.val......  0.010098 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  24120 


Estimate...  -0.3949 
AI SE......  0.061972 
T-stat.....  -6.3722 
p.val......  1.8633e-10 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3949016


s: 472 

Estimate...  -0.3005 
AI SE......  0.071917 
T-stat.....  -4.1784 
p.val......  2.9356e-05 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  720 


Estimate...  -0.57904 
AI SE......  0.097578 
T-stat.....  -5.9342 
p.val......  2.9536e-09 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  660 


Estimate...  -0.33031 
AI SE......  0.069035 
T-stat.....  -4.7846 
p.val......  1.7130e-06 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  720 


Estimate...  -0.30913 
AI SE......  0.14868 
T-stat.....  -2.0792 
p.val......  0.037596 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  14772 


Estimate...  -0.3742 
AI SE......  0.053308 
T-stat.....  -7.0195 
p.val......  2.2264e-12 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  543 

           [,1]
[1,] -0.3741985


s: 473 

Estimate...  -0.44902 
AI SE......  0.071946 
T-stat.....  -6.241 
p.val......  4.3464e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  671 


Estimate...  -0.50686 
AI SE......  0.12097 
T-stat.....  -4.1898 
p.val......  2.7924e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  623 


Estimate...  -0.39619 
AI SE......  0.066087 
T-stat.....  -5.995 
p.val......  2.0354e-09 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  659 


Estimate...  -0.25009 
AI SE......  0.17276 
T-stat.....  -1.4476 
p.val......  0.14773 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18634 


Estimate...  -0.37941 
AI SE......  0.055683 
T-stat.....  -6.8138 
p.val......  9.5035e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

          [,1]
[1,] -0.379415


s: 474 

Estimate...  -0.42387 
AI SE......  0.069807 
T-stat.....  -6.072 
p.val......  1.2631e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  716 


Estimate...  -0.47378 
AI SE......  0.13328 
T-stat.....  -3.5548 
p.val......  0.0003783 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  633 


Estimate...  -0.36832 
AI SE......  0.063886 
T-stat.....  -5.7652 
p.val......  8.155e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  701 


Estimate...  -0.64872 
AI SE......  0.14996 
T-stat.....  -4.3259 
p.val......  1.5193e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  25436 


Estimate...  -0.38874 
AI SE......  0.040545 
T-stat.....  -9.5878 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3887397


s: 475 

Estimate...  -0.38443 
AI SE......  0.070185 
T-stat.....  -5.4773 
p.val......  4.318e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  664 


Estimate...  -0.7947 
AI SE......  0.15210 
T-stat.....  -5.2249 
p.val......  1.7421e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  634 


Estimate...  -0.35236 
AI SE......  0.060929 
T-stat.....  -5.783 
p.val......  7.3361e-09 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  733 


Estimate...  -0.37772 
AI SE......  0.15698 
T-stat.....  -2.4061 
p.val......  0.016123 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  15478 


Estimate...  -0.42059 
AI SE......  0.047267 
T-stat.....  -8.8982 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.4205911


s: 476 

Estimate...  -0.41131 
AI SE......  0.072803 
T-stat.....  -5.6495 
p.val......  1.6087e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  665 


Estimate...  -0.50834 
AI SE......  0.12162 
T-stat.....  -4.1799 
p.val......  2.9162e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  626 


Estimate...  -0.39027 
AI SE......  0.070247 
T-stat.....  -5.5556 
p.val......  2.7659e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  722 


Estimate...  -0.61035 
AI SE......  0.16673 
T-stat.....  -3.6607 
p.val......  0.00025148 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  17858 


Estimate...  -0.39011 
AI SE......  0.051015 
T-stat.....  -7.647 
p.val......  2.065e-14 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3901139


s: 477 

Estimate...  -0.4798 
AI SE......  0.076043 
T-stat.....  -6.3096 
p.val......  2.7979e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  672 


Estimate...  -0.54207 
AI SE......  0.16184 
T-stat.....  -3.3494 
p.val......  0.00080982 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  630 


Estimate...  -0.36995 
AI SE......  0.079743 
T-stat.....  -4.6393 
p.val......  3.4952e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  723 


Estimate...  -0.36238 
AI SE......  0.15382 
T-stat.....  -2.3559 
p.val......  0.018477 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18059 


Estimate...  -0.33387 
AI SE......  0.064967 
T-stat.....  -5.139 
p.val......  2.7613e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3338663


s: 478 

Estimate...  -0.32209 
AI SE......  0.096842 
T-stat.....  -3.3259 
p.val......  0.0008812 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  722 


Estimate...  -0.54591 
AI SE......  0.12826 
T-stat.....  -4.2564 
p.val......  2.0775e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  647 


Estimate...  -0.3725 
AI SE......  0.059136 
T-stat.....  -6.299 
p.val......  2.9945e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  751 


Estimate...  -0.51523 
AI SE......  0.15159 
T-stat.....  -3.3989 
p.val......  0.00067648 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  17181 


Estimate...  -0.43664 
AI SE......  0.052327 
T-stat.....  -8.3445 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.4366421


s: 479 

Estimate...  -0.37171 
AI SE......  0.069044 
T-stat.....  -5.3836 
p.val......  7.3004e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  688 


Estimate...  -0.47218 
AI SE......  0.13427 
T-stat.....  -3.5165 
p.val......  0.00043722 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  615 


Estimate...  -0.38106 
AI SE......  0.066295 
T-stat.....  -5.7479 
p.val......  9.0379e-09 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  712 


Estimate...  -0.66357 
AI SE......  0.12702 
T-stat.....  -5.2243 
p.val......  1.7479e-07 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  17862 


Estimate...  -0.42786 
AI SE......  0.062188 
T-stat.....  -6.8801 
p.val......  5.9808e-12 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4278626


s: 480 

Estimate...  -0.36675 
AI SE......  0.081995 
T-stat.....  -4.4728 
p.val......  7.7189e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  676 


Estimate...  -0.38910 
AI SE......  0.11138 
T-stat.....  -3.4934 
p.val......  0.000477 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  607 


Estimate...  -0.33089 
AI SE......  0.055709 
T-stat.....  -5.9396 
p.val......  2.8569e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  692 


Estimate...  -0.18527 
AI SE......  0.12688 
T-stat.....  -1.4602 
p.val......  0.14424 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  22582 


Estimate...  -0.35896 
AI SE......  0.041437 
T-stat.....  -8.6628 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3589591


s: 481 

Estimate...  -0.34185 
AI SE......  0.081217 
T-stat.....  -4.2091 
p.val......  2.5643e-05 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  679 


Estimate...  -0.69828 
AI SE......  0.15510 
T-stat.....  -4.502 
p.val......  6.7312e-06 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  595 


Estimate...  -0.4243 
AI SE......  0.067288 
T-stat.....  -6.3057 
p.val......  2.8691e-10 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  742 


Estimate...  -0.39861 
AI SE......  0.12214 
T-stat.....  -3.2635 
p.val......  0.0011003 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  27487 


Estimate...  -0.38684 
AI SE......  0.030238 
T-stat.....  -12.793 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.3868355


s: 482 

Estimate...  -0.33504 
AI SE......  0.061814 
T-stat.....  -5.4202 
p.val......  5.9544e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  684 


Estimate...  -0.38270 
AI SE......  0.10807 
T-stat.....  -3.5414 
p.val......  0.00039804 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  649 


Estimate...  -0.27987 
AI SE......  0.058378 
T-stat.....  -4.7941 
p.val......  1.6342e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  752 


Estimate...  -0.35317 
AI SE......  0.14727 
T-stat.....  -2.3981 
p.val......  0.016478 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  15852 


Estimate...  -0.39304 
AI SE......  0.041151 
T-stat.....  -9.551 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3930355


s: 483 

Estimate...  -0.48054 
AI SE......  0.072769 
T-stat.....  -6.6036 
p.val......  4.0132e-11 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  671 


Estimate...  -0.66366 
AI SE......  0.11468 
T-stat.....  -5.7869 
p.val......  7.1693e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  619 


Estimate...  -0.34159 
AI SE......  0.066194 
T-stat.....  -5.1605 
p.val......  2.4632e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  683 


Estimate...  -0.41825 
AI SE......  0.18257 
T-stat.....  -2.2909 
p.val......  0.021966 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  14758 


Estimate...  -0.38883 
AI SE......  0.061379 
T-stat.....  -6.3349 
p.val......  2.3753e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3888270


s: 484 

Estimate...  -0.47791 
AI SE......  0.082494 
T-stat.....  -5.7933 
p.val......  6.9036e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  630 


Estimate...  -0.73383 
AI SE......  0.11358 
T-stat.....  -6.4607 
p.val......  1.0423e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  586 


Estimate...  -0.38752 
AI SE......  0.067467 
T-stat.....  -5.7438 
p.val......  9.2584e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  668 


Estimate...  -0.37185 
AI SE......  0.14841 
T-stat.....  -2.5055 
p.val......  0.012227 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  17658 


Estimate...  -0.43547 
AI SE......  0.055677 
T-stat.....  -7.8213 
p.val......  5.3291e-15 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4354663


s: 485 

Estimate...  -0.32955 
AI SE......  0.074202 
T-stat.....  -4.4413 
p.val......  8.943e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  679 


Estimate...  -0.38658 
AI SE......  0.11178 
T-stat.....  -3.4584 
p.val......  0.00054337 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  623 


Estimate...  -0.3955 
AI SE......  0.065919 
T-stat.....  -5.9999 
p.val......  1.9748e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  697 


Estimate...  -0.35977 
AI SE......  0.14184 
T-stat.....  -2.5365 
p.val......  0.011196 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  23302 


Estimate...  -0.35795 
AI SE......  0.045898 
T-stat.....  -7.799 
p.val......  6.2172e-15 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3579523


s: 486 

Estimate...  -0.35235 
AI SE......  0.074565 
T-stat.....  -4.7254 
p.val......  2.2964e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  683 


Estimate...  -0.45064 
AI SE......  0.11618 
T-stat.....  -3.8787 
p.val......  0.00010501 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  626 


Estimate...  -0.30001 
AI SE......  0.067908 
T-stat.....  -4.4178 
p.val......  9.9694e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  709 


Estimate...  -0.45832 
AI SE......  0.12922 
T-stat.....  -3.5469 
p.val......  0.00038983 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  24912 


Estimate...  -0.37798 
AI SE......  0.04369 
T-stat.....  -8.6513 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3779755


s: 487 

Estimate...  -0.33694 
AI SE......  0.072291 
T-stat.....  -4.6608 
p.val......  3.1494e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  666 


Estimate...  -0.43378 
AI SE......  0.14065 
T-stat.....  -3.0840 
p.val......  0.0020421 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  638 


Estimate...  -0.37589 
AI SE......  0.068869 
T-stat.....  -5.4581 
p.val......  4.8138e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  666 


Estimate...  -0.46849 
AI SE......  0.13197 
T-stat.....  -3.5499 
p.val......  0.00038536 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  24408 


Estimate...  -0.38864 
AI SE......  0.046156 
T-stat.....  -8.42 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

          [,1]
[1,] -0.388638


s: 488 

Estimate...  -0.41469 
AI SE......  0.076256 
T-stat.....  -5.4381 
p.val......  5.3861e-08 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  688 


Estimate...  -0.66438 
AI SE......  0.16446 
T-stat.....  -4.0398 
p.val......  5.3508e-05 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  628 


Estimate...  -0.42678 
AI SE......  0.067039 
T-stat.....  -6.3661 
p.val......  1.9388e-10 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  693 


Estimate...  -0.31641 
AI SE......  0.14935 
T-stat.....  -2.1186 
p.val......  0.034128 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  16252 


Estimate...  -0.42191 
AI SE......  0.061151 
T-stat.....  -6.8994 
p.val......  5.2225e-12 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.4219051


s: 489 

Estimate...  -0.34262 
AI SE......  0.080006 
T-stat.....  -4.2825 
p.val......  1.8482e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  692 


Estimate...  -0.4977 
AI SE......  0.12427 
T-stat.....  -4.005 
p.val......  6.2027e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  633 


Estimate...  -0.31963 
AI SE......  0.07005 
T-stat.....  -4.5629 
p.val......  5.0463e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  720 


Estimate...  -0.53053 
AI SE......  0.12525 
T-stat.....  -4.2358 
p.val......  2.2779e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  18430 


Estimate...  -0.36941 
AI SE......  0.060172 
T-stat.....  -6.1393 
p.val......  8.2899e-10 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3694106


s: 490 

Estimate...  -0.34436 
AI SE......  0.084394 
T-stat.....  -4.0804 
p.val......  4.4962e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  717 


Estimate...  -0.48709 
AI SE......  0.14061 
T-stat.....  -3.4641 
p.val......  0.000532 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  655 


Estimate...  -0.51774 
AI SE......  0.068705 
T-stat.....  -7.5357 
p.val......  4.8628e-14 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  709 


Estimate...  -0.39643 
AI SE......  0.14085 
T-stat.....  -2.8146 
p.val......  0.0048839 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  19905 


Estimate...  -0.38584 
AI SE......  0.061068 
T-stat.....  -6.3182 
p.val......  2.6461e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3858383


s: 491 

Estimate...  -0.49074 
AI SE......  0.074026 
T-stat.....  -6.6292 
p.val......  3.3742e-11 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  670 


Estimate...  -0.43627 
AI SE......  0.10168 
T-stat.....  -4.2908 
p.val......  1.7805e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  653 


Estimate...  -0.37814 
AI SE......  0.066217 
T-stat.....  -5.7106 
p.val......  1.1258e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  737 


Estimate...  -0.13701 
AI SE......  0.13291 
T-stat.....  -1.0309 
p.val......  0.30260 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  19550 


Estimate...  -0.39916 
AI SE......  0.036403 
T-stat.....  -10.965 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3991583


s: 492 

Estimate...  -0.40023 
AI SE......  0.075158 
T-stat.....  -5.3252 
p.val......  1.0087e-07 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  685 


Estimate...  -0.49705 
AI SE......  0.10833 
T-stat.....  -4.5884 
p.val......  4.4673e-06 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  648 


Estimate...  -0.35557 
AI SE......  0.066167 
T-stat.....  -5.3738 
p.val......  7.7101e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  771 


Estimate...  -0.51467 
AI SE......  0.18062 
T-stat.....  -2.8496 
p.val......  0.0043781 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  11277 


Estimate...  -0.42028 
AI SE......  0.046134 
T-stat.....  -9.11 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.4202838


s: 493 

Estimate...  -0.4843 
AI SE......  0.066692 
T-stat.....  -7.2617 
p.val......  3.8236e-13 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  667 


Estimate...  -0.28454 
AI SE......  0.13212 
T-stat.....  -2.1537 
p.val......  0.031263 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  616 


Estimate...  -0.33262 
AI SE......  0.064527 
T-stat.....  -5.1547 
p.val......  2.5406e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  715 


Estimate...  -0.29657 
AI SE......  0.15086 
T-stat.....  -1.9659 
p.val......  0.049315 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  17848 


Estimate...  -0.37191 
AI SE......  0.047 
T-stat.....  -7.913 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3719063


s: 494 

Estimate...  -0.44111 
AI SE......  0.086226 
T-stat.....  -5.1157 
p.val......  3.1258e-07 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  718 


Estimate...  -0.6191 
AI SE......  0.16876 
T-stat.....  -3.6686 
p.val......  0.00024388 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  651 


Estimate...  -0.38395 
AI SE......  0.06678 
T-stat.....  -5.7496 
p.val......  8.9477e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  723 


Estimate...  -0.76935 
AI SE......  0.15789 
T-stat.....  -4.8726 
p.val......  1.1014e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  18428 


Estimate...  -0.40078 
AI SE......  0.026999 
T-stat.....  -14.844 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4007759


s: 495 

Estimate...  -0.31923 
AI SE......  0.071984 
T-stat.....  -4.4348 
p.val......  9.2146e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  724 


Estimate...  -0.51496 
AI SE......  0.12033 
T-stat.....  -4.2795 
p.val......  1.873e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  651 


Estimate...  -0.37329 
AI SE......  0.065059 
T-stat.....  -5.7378 
p.val......  9.5934e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  741 


Estimate...  -0.35841 
AI SE......  0.16226 
T-stat.....  -2.2089 
p.val......  0.027179 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  18992 


Estimate...  -0.40960 
AI SE......  0.063745 
T-stat.....  -6.4257 
p.val......  1.313e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4096048


s: 496 

Estimate...  -0.49352 
AI SE......  0.085548 
T-stat.....  -5.7689 
p.val......  7.9804e-09 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  684 


Estimate...  -0.47503 
AI SE......  0.13108 
T-stat.....  -3.624 
p.val......  0.00029009 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  626 


Estimate...  -0.42389 
AI SE......  0.069413 
T-stat.....  -6.1067 
p.val......  1.0169e-09 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  690 


Estimate...  -0.50664 
AI SE......  0.14182 
T-stat.....  -3.5724 
p.val......  0.00035371 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  18192 


Estimate...  -0.41521 
AI SE......  0.053127 
T-stat.....  -7.8154 
p.val......  5.5511e-15 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.4152135


s: 497 

Estimate...  -0.43932 
AI SE......  0.070694 
T-stat.....  -6.2144 
p.val......  5.1523e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  698 


Estimate...  -0.74142 
AI SE......  0.14751 
T-stat.....  -5.0263 
p.val......  5.0013e-07 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  663 


Estimate...  -0.36018 
AI SE......  0.06447 
T-stat.....  -5.5868 
p.val......  2.3132e-08 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  712 


Estimate...  -0.70014 
AI SE......  0.13007 
T-stat.....  -5.3829 
p.val......  7.3304e-08 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  20969 


Estimate...  -0.40229 
AI SE......  0.050284 
T-stat.....  -8.0004 
p.val......  1.3323e-15 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.4022927


s: 498 

Estimate...  -0.42742 
AI SE......  0.072352 
T-stat.....  -5.9074 
p.val......  3.4746e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  696 


Estimate...  -0.60417 
AI SE......  0.17890 
T-stat.....  -3.3771 
p.val......  0.00073249 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  648 


Estimate...  -0.3891 
AI SE......  0.069546 
T-stat.....  -5.5949 
p.val......  2.2079e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  722 


Estimate...  -0.44863 
AI SE......  0.15633 
T-stat.....  -2.8699 
p.val......  0.0041066 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  20128 


Estimate...  -0.38792 
AI SE......  0.069614 
T-stat.....  -5.5725 
p.val......  2.5113e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3879229


s: 499 

Estimate...  -0.42604 
AI SE......  0.07757 
T-stat.....  -5.4922 
p.val......  3.9685e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  668 


Estimate...  -0.51247 
AI SE......  0.11895 
T-stat.....  -4.3083 
p.val......  1.6454e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  633 


Estimate...  -0.44583 
AI SE......  0.065972 
T-stat.....  -6.7579 
p.val......  1.4004e-11 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  682 


Estimate...  -0.43209 
AI SE......  0.14115 
T-stat.....  -3.0613 
p.val......  0.0022039 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  17807 


Estimate...  -0.38914 
AI SE......  0.033157 
T-stat.....  -11.736 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3891355


s: 500 

Estimate...  -0.45425 
AI SE......  0.080546 
T-stat.....  -5.6397 
p.val......  1.7039e-08 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  705 


Estimate...  -0.65594 
AI SE......  0.17553 
T-stat.....  -3.737 
p.val......  0.00018623 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  616 


Estimate...  -0.40898 
AI SE......  0.06623 
T-stat.....  -6.175 
p.val......  6.614e-10 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  791 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.21528 
AI SE......  0.044981 
T-stat.....  -4.7861 
p.val......  1.7009e-06 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  249159 


Estimate...  -0.41509 
AI SE......  0.045381 
T-stat.....  -9.1467 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.4150864


s: 501 

Estimate...  -0.38822 
AI SE......  0.064713 
T-stat.....  -5.9991 
p.val......  1.984e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  700 


Estimate...  -0.45737 
AI SE......  0.10083 
T-stat.....  -4.5363 
p.val......  5.7258e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  650 


Estimate...  -0.37525 
AI SE......  0.059292 
T-stat.....  -6.3288 
p.val......  2.4704e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  757 


Estimate...  -0.36439 
AI SE......  0.15636 
T-stat.....  -2.3305 
p.val......  0.019779 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  14953 


Estimate...  -0.3704 
AI SE......  0.053685 
T-stat.....  -6.8996 
p.val......  5.2154e-12 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3704012


s: 502 

Estimate...  -0.48946 
AI SE......  0.075139 
T-stat.....  -6.514 
p.val......  7.3158e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  662 


Estimate...  -0.61244 
AI SE......  0.11798 
T-stat.....  -5.1911 
p.val......  2.0904e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  636 


Estimate...  -0.41838 
AI SE......  0.070926 
T-stat.....  -5.8989 
p.val......  3.6595e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  683 


Estimate...  -0.7978 
AI SE......  0.14695 
T-stat.....  -5.429 
p.val......  5.6658e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  19632 


Estimate...  -0.3948 
AI SE......  0.041926 
T-stat.....  -9.4165 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3947961


s: 503 

Estimate...  -0.34556 
AI SE......  0.076508 
T-stat.....  -4.5166 
p.val......  6.2833e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  641 


Estimate...  -0.47496 
AI SE......  0.12275 
T-stat.....  -3.8692 
p.val......  0.00010918 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  623 


Estimate...  -0.37794 
AI SE......  0.062876 
T-stat.....  -6.011 
p.val......  1.8444e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  691 


Estimate...  -0.55841 
AI SE......  0.15176 
T-stat.....  -3.6797 
p.val......  0.00023353 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  18023 


Estimate...  -0.4062 
AI SE......  0.055983 
T-stat.....  -7.2557 
p.val......  3.9968e-13 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4061961


s: 504 

Estimate...  -0.44867 
AI SE......  0.071487 
T-stat.....  -6.2762 
p.val......  3.4691e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  670 


Estimate...  -0.53243 
AI SE......  0.10596 
T-stat.....  -5.0248 
p.val......  5.0396e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  660 


Estimate...  -0.31631 
AI SE......  0.071899 
T-stat.....  -4.3993 
p.val......  1.0860e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  698 


Estimate...  -0.45986 
AI SE......  0.13428 
T-stat.....  -3.4247 
p.val......  0.00061553 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  18199 


Estimate...  -0.39696 
AI SE......  0.0465 
T-stat.....  -8.5368 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3969572


s: 505 

Estimate...  -0.47573 
AI SE......  0.081278 
T-stat.....  -5.8531 
p.val......  4.824e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  678 


Estimate...  -0.49636 
AI SE......  0.15007 
T-stat.....  -3.3076 
p.val......  0.00094116 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  643 


Estimate...  -0.32243 
AI SE......  0.064531 
T-stat.....  -4.9965 
p.val......  5.8377e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  671 


Estimate...  -0.33796 
AI SE......  0.14141 
T-stat.....  -2.3899 
p.val......  0.016851 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  17705 


Estimate...  -0.36926 
AI SE......  0.042655 
T-stat.....  -8.657 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3692635


s: 506 

Estimate...  -0.41424 
AI SE......  0.07803 
T-stat.....  -5.3087 
p.val......  1.1042e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  660 


Estimate...  -0.4498 
AI SE......  0.12206 
T-stat.....  -3.6849 
p.val......  0.00022878 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  620 


Estimate...  -0.39848 
AI SE......  0.066227 
T-stat.....  -6.0168 
p.val......  1.7785e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  693 


Estimate...  -0.77029 
AI SE......  0.1925 
T-stat.....  -4.0015 
p.val......  6.2929e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  15456 


Estimate...  -0.4278 
AI SE......  0.047767 
T-stat.....  -8.956 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4278003


s: 507 

Estimate...  -0.40953 
AI SE......  0.07075 
T-stat.....  -5.7884 
p.val......  7.104e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  679 


Estimate...  -0.39886 
AI SE......  0.11817 
T-stat.....  -3.3752 
p.val......  0.00073751 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  642 


Estimate...  -0.46364 
AI SE......  0.068078 
T-stat.....  -6.8105 
p.val......  9.7287e-12 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  725 


Estimate...  -0.56567 
AI SE......  0.15567 
T-stat.....  -3.6338 
p.val......  0.0002793 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  19229 


Estimate...  -0.39763 
AI SE......  0.051938 
T-stat.....  -7.656 
p.val......  1.9096e-14 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3976341


s: 508 

Estimate...  -0.33770 
AI SE......  0.077766 
T-stat.....  -4.3426 
p.val......  1.4082e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  711 


Estimate...  -0.4823 
AI SE......  0.15507 
T-stat.....  -3.1103 
p.val......  0.0018689 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  669 


Estimate...  -0.26376 
AI SE......  0.073025 
T-stat.....  -3.6119 
p.val......  0.00030390 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  722 


Estimate...  -0.51533 
AI SE......  0.13289 
T-stat.....  -3.878 
p.val......  0.00010533 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  27101 


Estimate...  -0.36813 
AI SE......  0.059193 
T-stat.....  -6.2192 
p.val......  4.9984e-10 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3681332


s: 509 

Estimate...  -0.37725 
AI SE......  0.069124 
T-stat.....  -5.4575 
p.val......  4.828e-08 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  724 


Estimate...  -0.39775 
AI SE......  0.12749 
T-stat.....  -3.1199 
p.val......  0.0018093 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  652 


Estimate...  -0.31050 
AI SE......  0.064464 
T-stat.....  -4.8166 
p.val......  1.4603e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  718 


Estimate...  -0.5594 
AI SE......  0.14260 
T-stat.....  -3.923 
p.val......  8.7466e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  20799 


Estimate...  -0.37186 
AI SE......  0.066846 
T-stat.....  -5.563 
p.val......  2.6526e-08 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3718596


s: 510 

Estimate...  -0.46783 
AI SE......  0.087136 
T-stat.....  -5.369 
p.val......  7.9164e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  674 


Estimate...  -0.33351 
AI SE......  0.12660 
T-stat.....  -2.6343 
p.val......  0.0084313 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  645 


Estimate...  -0.36167 
AI SE......  0.070883 
T-stat.....  -5.1023 
p.val......  3.3547e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  708 


Estimate...  -0.36815 
AI SE......  0.13077 
T-stat.....  -2.8153 
p.val......  0.0048725 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  20205 


Estimate...  -0.37468 
AI SE......  0.063576 
T-stat.....  -5.8935 
p.val......  3.7808e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

          [,1]
[1,] -0.374683


s: 511 

Estimate...  -0.35996 
AI SE......  0.0758 
T-stat.....  -4.7488 
p.val......  2.0465e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  649 


Estimate...  -0.41122 
AI SE......  0.11835 
T-stat.....  -3.4746 
p.val......  0.00051162 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  632 


Estimate...  -0.41536 
AI SE......  0.068816 
T-stat.....  -6.0359 
p.val......  1.5808e-09 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  692 


Estimate...  -0.47893 
AI SE......  0.15939 
T-stat.....  -3.0047 
p.val......  0.0026585 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  16389 


Estimate...  -0.40904 
AI SE......  0.046631 
T-stat.....  -8.7717 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4090351


s: 512 

Estimate...  -0.40092 
AI SE......  0.06553 
T-stat.....  -6.1181 
p.val......  9.4672e-10 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  694 


Estimate...  -0.54574 
AI SE......  0.091207 
T-stat.....  -5.9835 
p.val......  2.1840e-09 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  641 


Estimate...  -0.29399 
AI SE......  0.05887 
T-stat.....  -4.9939 
p.val......  5.9181e-07 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  674 


Estimate...  -0.14764 
AI SE......  0.14596 
T-stat.....  -1.0115 
p.val......  0.31177 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  19687 


Estimate...  -0.36704 
AI SE......  0.020263 
T-stat.....  -18.114 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3670446


s: 513 

Estimate...  -0.41357 
AI SE......  0.076898 
T-stat.....  -5.3782 
p.val......  7.5254e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  705 


Estimate...  -0.44375 
AI SE......  0.12 
T-stat.....  -3.6979 
p.val......  0.00021735 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  633 


Estimate...  -0.35768 
AI SE......  0.065264 
T-stat.....  -5.4805 
p.val......  4.2412e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  717 


Estimate...  -0.28017 
AI SE......  0.13775 
T-stat.....  -2.0339 
p.val......  0.041963 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  18061 


Estimate...  -0.37806 
AI SE......  0.042988 
T-stat.....  -8.7947 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3780620


s: 514 

Estimate...  -0.421 
AI SE......  0.065475 
T-stat.....  -6.43 
p.val......  1.2763e-10 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  696 


Estimate...  -0.47339 
AI SE......  0.10795 
T-stat.....  -4.3854 
p.val......  1.1575e-05 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  675 


Estimate...  -0.39944 
AI SE......  0.064978 
T-stat.....  -6.1474 
p.val......  7.8771e-10 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  732 


Estimate...  -0.43785 
AI SE......  0.12678 
T-stat.....  -3.4536 
p.val......  0.00055326 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  19881 


Estimate...  -0.41768 
AI SE......  0.051273 
T-stat.....  -8.1463 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.4176847


s: 515 

Estimate...  -0.28142 
AI SE......  0.061049 
T-stat.....  -4.6098 
p.val......  4.0309e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  643 


Estimate...  -0.3548 
AI SE......  0.16344 
T-stat.....  -2.1708 
p.val......  0.029944 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  618 


Estimate...  -0.34250 
AI SE......  0.060581 
T-stat.....  -5.6536 
p.val......  1.571e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  718 


Estimate...  -0.54021 
AI SE......  0.13548 
T-stat.....  -3.9875 
p.val......  6.6771e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  21958 


Estimate...  -0.38661 
AI SE......  0.046498 
T-stat.....  -8.3147 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

          [,1]
[1,] -0.386612


s: 516 

Estimate...  -0.28554 
AI SE......  0.079601 
T-stat.....  -3.5871 
p.val......  0.00033433 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  683 


Estimate...  -0.43164 
AI SE......  0.14110 
T-stat.....  -3.0592 
p.val......  0.0022194 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  630 


Estimate...  -0.3527 
AI SE......  0.06415 
T-stat.....  -5.498 
p.val......  3.8418e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  682 


Estimate...  -0.28503 
AI SE......  0.11506 
T-stat.....  -2.4772 
p.val......  0.013241 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  23210 


Estimate...  -0.33627 
AI SE......  0.053176 
T-stat.....  -6.3237 
p.val......  2.5535e-10 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3362705


s: 517 

Estimate...  -0.37247 
AI SE......  0.070359 
T-stat.....  -5.2938 
p.val......  1.1979e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  692 


Estimate...  -0.58262 
AI SE......  0.12461 
T-stat.....  -4.6757 
p.val......  2.9297e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  650 


Estimate...  -0.34299 
AI SE......  0.063404 
T-stat.....  -5.4095 
p.val......  6.3196e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  735 


Estimate...  -0.42933 
AI SE......  0.12764 
T-stat.....  -3.3637 
p.val......  0.000769 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  25496 


Estimate...  -0.42294 
AI SE......  0.061875 
T-stat.....  -6.8353 
p.val......  8.1841e-12 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4229364


s: 518 

Estimate...  -0.40116 
AI SE......  0.075295 
T-stat.....  -5.3279 
p.val......  9.9359e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  686 


Estimate...  -0.60422 
AI SE......  0.12886 
T-stat.....  -4.6891 
p.val......  2.7444e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  648 


Estimate...  -0.34711 
AI SE......  0.066646 
T-stat.....  -5.2083 
p.val......  1.9056e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  703 


Estimate...  -0.55723 
AI SE......  0.13677 
T-stat.....  -4.0741 
p.val......  4.6187e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  25120 


Estimate...  -0.4222 
AI SE......  0.04579 
T-stat.....  -9.2203 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4221987


s: 519 

Estimate...  -0.37185 
AI SE......  0.069141 
T-stat.....  -5.3782 
p.val......  7.5246e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  702 


Estimate...  -0.41186 
AI SE......  0.10855 
T-stat.....  -3.7942 
p.val......  0.00014814 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  635 


Estimate...  -0.32842 
AI SE......  0.062204 
T-stat.....  -5.2797 
p.val......  1.2941e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  735 


Estimate...  -0.4776 
AI SE......  0.15391 
T-stat.....  -3.1032 
p.val......  0.0019143 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  19645 


Estimate...  -0.40093 
AI SE......  0.062378 
T-stat.....  -6.4274 
p.val......  1.2982e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.4009261


s: 520 

Estimate...  -0.41805 
AI SE......  0.073555 
T-stat.....  -5.6834 
p.val......  1.3201e-08 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  705 


Estimate...  -0.61425 
AI SE......  0.13030 
T-stat.....  -4.714 
p.val......  2.4291e-06 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  674 


Estimate...  -0.36761 
AI SE......  0.064053 
T-stat.....  -5.739 
p.val......  9.5216e-09 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  745 


Estimate...  -0.58467 
AI SE......  0.20212 
T-stat.....  -2.8927 
p.val......  0.0038195 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  17285 


Estimate...  -0.42933 
AI SE......  0.063319 
T-stat.....  -6.7803 
p.val......  1.1989e-11 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.4293256


s: 521 

Estimate...  -0.40771 
AI SE......  0.076173 
T-stat.....  -5.3525 
p.val......  8.6765e-08 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  665 


Estimate...  -0.49176 
AI SE......  0.12690 
T-stat.....  -3.8753 
p.val......  0.00010651 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  616 


Estimate...  -0.40684 
AI SE......  0.068283 
T-stat.....  -5.9582 
p.val......  2.5506e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  703 


Estimate...  -0.65044 
AI SE......  0.14844 
T-stat.....  -4.3819 
p.val......  1.1767e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  20495 


Estimate...  -0.38324 
AI SE......  0.066499 
T-stat.....  -5.763 
p.val......  8.2612e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3832371


s: 522 

Estimate...  -0.44713 
AI SE......  0.079174 
T-stat.....  -5.6475 
p.val......  1.6283e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  700 


Estimate...  -0.61392 
AI SE......  0.12214 
T-stat.....  -5.0265 
p.val......  4.9961e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  608 


Estimate...  -0.39769 
AI SE......  0.066944 
T-stat.....  -5.9406 
p.val......  2.8392e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  753 


Estimate...  -0.24417 
AI SE......  0.18361 
T-stat.....  -1.3299 
p.val......  0.18357 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  16958 


Estimate...  -0.42324 
AI SE......  0.035982 
T-stat.....  -11.763 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4232446


s: 523 

Estimate...  -0.33144 
AI SE......  0.066799 
T-stat.....  -4.9617 
p.val......  6.9886e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  705 


Estimate...  -0.38486 
AI SE......  0.11255 
T-stat.....  -3.4196 
p.val......  0.00062716 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  622 


Estimate...  -0.29694 
AI SE......  0.065614 
T-stat.....  -4.5255 
p.val......  6.0245e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  710 


Estimate...  -0.73448 
AI SE......  0.1907 
T-stat.....  -3.8515 
p.val......  0.00011742 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  14379 


Estimate...  -0.34237 
AI SE......  0.059136 
T-stat.....  -5.7895 
p.val......  7.0598e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3423684


s: 524 

Estimate...  -0.37185 
AI SE......  0.073892 
T-stat.....  -5.0323 
p.val......  4.8457e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  678 


Estimate...  -0.43279 
AI SE......  0.13959 
T-stat.....  -3.1004 
p.val......  0.0019328 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  629 


Estimate...  -0.39805 
AI SE......  0.0693 
T-stat.....  -5.7438 
p.val......  9.2579e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  686 


Estimate...  -0.40860 
AI SE......  0.19829 
T-stat.....  -2.0606 
p.val......  0.039339 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  19593 


Estimate...  -0.41363 
AI SE......  0.048391 
T-stat.....  -8.5478 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4136315


s: 525 

Estimate...  -0.44085 
AI SE......  0.066713 
T-stat.....  -6.6082 
p.val......  3.8895e-11 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  676 


Estimate...  -0.62299 
AI SE......  0.13355 
T-stat.....  -4.6648 
p.val......  3.0897e-06 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  646 


Estimate...  -0.39579 
AI SE......  0.062382 
T-stat.....  -6.3446 
p.val......  2.2296e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  757 


Estimate...  -0.46003 
AI SE......  0.18708 
T-stat.....  -2.4590 
p.val......  0.013931 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  16063 


Estimate...  -0.4085 
AI SE......  0.05104 
T-stat.....  -8.0035 
p.val......  1.1102e-15 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4084966


s: 526 

Estimate...  -0.39211 
AI SE......  0.065473 
T-stat.....  -5.9889 
p.val......  2.1127e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  689 


Estimate...  -0.49595 
AI SE......  0.14270 
T-stat.....  -3.4754 
p.val......  0.00051005 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  650 


Estimate...  -0.46079 
AI SE......  0.062241 
T-stat.....  -7.4033 
p.val......  1.3278e-13 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  694 


Estimate...  -0.46339 
AI SE......  0.12574 
T-stat.....  -3.6852 
p.val......  0.00022852 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  18556 


Estimate...  -0.41475 
AI SE......  0.030664 
T-stat.....  -13.526 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

          [,1]
[1,] -0.414751


s: 527 

Estimate...  -0.33639 
AI SE......  0.075778 
T-stat.....  -4.4392 
p.val......  9.0303e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  703 


Estimate...  -0.51148 
AI SE......  0.13199 
T-stat.....  -3.875 
p.val......  0.00010664 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  639 


Estimate...  -0.31096 
AI SE......  0.070121 
T-stat.....  -4.4346 
p.val......  9.2252e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  754 


Estimate...  -0.48423 
AI SE......  0.15449 
T-stat.....  -3.1345 
p.val......  0.0017217 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  19883 


Estimate...  -0.3563 
AI SE......  0.045061 
T-stat.....  -7.9071 
p.val......  2.6645e-15 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

          [,1]
[1,] -0.356302


s: 528 

Estimate...  -0.39115 
AI SE......  0.074307 
T-stat.....  -5.2639 
p.val......  1.4102e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  704 


Estimate...  -0.59936 
AI SE......  0.12468 
T-stat.....  -4.8072 
p.val......  1.5307e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  662 


Estimate...  -0.34519 
AI SE......  0.062291 
T-stat.....  -5.5415 
p.val......  2.9984e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  672 


Estimate...  -0.38363 
AI SE......  0.16039 
T-stat.....  -2.3919 
p.val......  0.016762 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  16304 


Estimate...  -0.4162 
AI SE......  0.068133 
T-stat.....  -6.1086 
p.val......  1.0049e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.4161992


s: 529 

Estimate...  -0.40806 
AI SE......  0.067384 
T-stat.....  -6.0558 
p.val......  1.3974e-09 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  675 


Estimate...  -0.545 
AI SE......  0.14790 
T-stat.....  -3.685 
p.val......  0.00022869 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  630 


Estimate...  -0.36713 
AI SE......  0.073649 
T-stat.....  -4.9849 
p.val......  6.1997e-07 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  717 


Estimate...  -0.40697 
AI SE......  0.16069 
T-stat.....  -2.5326 
p.val......  0.011322 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  19798 


Estimate...  -0.40528 
AI SE......  0.048389 
T-stat.....  -8.3755 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.4052818


s: 530 

Estimate...  -0.37229 
AI SE......  0.07006 
T-stat.....  -5.3139 
p.val......  1.0728e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  687 


Estimate...  -0.44516 
AI SE......  0.12378 
T-stat.....  -3.5963 
p.val......  0.00032282 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  639 


Estimate...  -0.47555 
AI SE......  0.074366 
T-stat.....  -6.3948 
p.val......  1.6074e-10 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  700 


Estimate...  -0.71607 
AI SE......  0.18361 
T-stat.....  -3.9 
p.val......  9.6196e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  13858 


Estimate...  -0.38401 
AI SE......  0.056136 
T-stat.....  -6.8408 
p.val......  7.8777e-12 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3840145


s: 531 

Estimate...  -0.38955 
AI SE......  0.066516 
T-stat.....  -5.8565 
p.val......  4.7273e-09 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  728 


Estimate...  -0.4728 
AI SE......  0.10286 
T-stat.....  -4.5967 
p.val......  4.2926e-06 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  677 


Estimate...  -0.42273 
AI SE......  0.060103 
T-stat.....  -7.0334 
p.val......  2.0159e-12 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  743 


Estimate...  -0.48957 
AI SE......  0.11561 
T-stat.....  -4.2345 
p.val......  2.2907e-05 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  22383 


Estimate...  -0.41153 
AI SE......  0.061691 
T-stat.....  -6.6709 
p.val......  2.543e-11 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  536 

           [,1]
[1,] -0.4115342


s: 532 

Estimate...  -0.35757 
AI SE......  0.07886 
T-stat.....  -4.5342 
p.val......  5.7814e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  695 


Estimate...  -0.40298 
AI SE......  0.14279 
T-stat.....  -2.8223 
p.val......  0.0047684 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  607 


Estimate...  -0.46091 
AI SE......  0.073833 
T-stat.....  -6.2426 
p.val......  4.3024e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  731 


Estimate...  -0.58053 
AI SE......  0.14164 
T-stat.....  -4.0987 
p.val......  4.1553e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  22723 


Estimate...  -0.43707 
AI SE......  0.059756 
T-stat.....  -7.3142 
p.val......  2.5890e-13 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4370687


s: 533 

Estimate...  -0.24430 
AI SE......  0.076824 
T-stat.....  -3.1799 
p.val......  0.0014731 

Original number of observations..............  1000 
Original number of treated obs...............  549 
Matched number of observations...............  549 
Matched number of observations  (unweighted).  742 


Estimate...  -0.47122 
AI SE......  0.13714 
T-stat.....  -3.436 
p.val......  0.00059035 

Original number of observations..............  1000 
Original number of treated obs...............  549 
Matched number of observations...............  549 
Matched number of observations  (unweighted).  680 


Estimate...  -0.31065 
AI SE......  0.057893 
T-stat.....  -5.3659 
p.val......  8.0554e-08 

Original number of observations..............  1000 
Original number of treated obs...............  549 
Matched number of observations...............  549 
Matched number of observations  (unweighted).  739 


Estimate...  -0.61488 
AI SE......  0.13745 
T-stat.....  -4.4735 
p.val......  7.6967e-06 

Original number of observations..............  1000 
Original number of treated obs...............  549 
Matched number of observations...............  549 
Matched number of observations  (unweighted).  18171 


Estimate...  -0.38091 
AI SE......  0.051232 
T-stat.....  -7.4351 
p.val......  1.0458e-13 

Original number of observations..............  1000 
Original number of treated obs...............  549 
Matched number of observations...............  549 
Matched number of observations  (unweighted).  549 

           [,1]
[1,] -0.3809142


s: 534 

Estimate...  -0.38157 
AI SE......  0.072447 
T-stat.....  -5.2668 
p.val......  1.3881e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  683 


Estimate...  -0.63583 
AI SE......  0.12994 
T-stat.....  -4.8934 
p.val......  9.909e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  644 


Estimate...  -0.35238 
AI SE......  0.065849 
T-stat.....  -5.3514 
p.val......  8.7297e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  712 


Estimate...  -0.37894 
AI SE......  0.13808 
T-stat.....  -2.7444 
p.val......  0.0060623 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  20799 


Estimate...  -0.40606 
AI SE......  0.052216 
T-stat.....  -7.7764 
p.val......  7.5495e-15 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4060571


s: 535 

Estimate...  -0.46473 
AI SE......  0.07395 
T-stat.....  -6.2844 
p.val......  3.2919e-10 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  699 


Estimate...  -0.29404 
AI SE......  0.1849 
T-stat.....  -1.5902 
p.val......  0.11178 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  659 


Estimate...  -0.39141 
AI SE......  0.069653 
T-stat.....  -5.6194 
p.val......  1.9163e-08 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  761 


Estimate...  -0.10578 
AI SE......  0.18752 
T-stat.....  -0.56413 
p.val......  0.57266 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  18855 


Estimate...  -0.44453 
AI SE......  0.06065 
T-stat.....  -7.3295 
p.val......  2.3093e-13 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  547 

           [,1]
[1,] -0.4445319


s: 536 

Estimate...  -0.37805 
AI SE......  0.060172 
T-stat.....  -6.2828 
p.val......  3.3249e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  695 


Estimate...  -0.55114 
AI SE......  0.12451 
T-stat.....  -4.4265 
p.val......  9.5768e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  618 


Estimate...  -0.32856 
AI SE......  0.062016 
T-stat.....  -5.2979 
p.val......  1.1712e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  709 


Estimate...  -0.48782 
AI SE......  0.12750 
T-stat.....  -3.8262 
p.val......  0.00013016 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  19360 


Estimate...  -0.34827 
AI SE......  0.04631 
T-stat.....  -7.5203 
p.val......  5.4623e-14 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3482683


s: 537 

Estimate...  -0.48259 
AI SE......  0.082102 
T-stat.....  -5.8779 
p.val......  4.1561e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  700 


Estimate...  -0.39318 
AI SE......  0.17572 
T-stat.....  -2.2375 
p.val......  0.025255 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  634 


Estimate...  -0.34759 
AI SE......  0.062979 
T-stat.....  -5.5192 
p.val......  3.4052e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  753 


Estimate...  -0.22686 
AI SE......  0.13935 
T-stat.....  -1.6279 
p.val......  0.10354 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  19602 


Estimate...  -0.39965 
AI SE......  0.039076 
T-stat.....  -10.228 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3996503


s: 538 

Estimate...  -0.48877 
AI SE......  0.067847 
T-stat.....  -7.2041 
p.val......  5.842e-13 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  709 


Estimate...  -0.42308 
AI SE......  0.11223 
T-stat.....  -3.7697 
p.val......  0.00016346 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  631 


Estimate...  -0.38494 
AI SE......  0.063088 
T-stat.....  -6.1016 
p.val......  1.05e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  761 


Estimate...  -0.50746 
AI SE......  0.14632 
T-stat.....  -3.4682 
p.val......  0.00052388 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  20490 


Estimate...  -0.4033 
AI SE......  0.056976 
T-stat.....  -7.0784 
p.val......  1.4582e-12 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4033014


s: 539 

Estimate...  -0.4197 
AI SE......  0.080758 
T-stat.....  -5.1971 
p.val......  2.0245e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  681 


Estimate...  -0.43655 
AI SE......  0.12503 
T-stat.....  -3.4916 
p.val......  0.00048022 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  637 


Estimate...  -0.36921 
AI SE......  0.065363 
T-stat.....  -5.6486 
p.val......  1.6178e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  692 


Estimate...  -0.46102 
AI SE......  0.14110 
T-stat.....  -3.2673 
p.val......  0.0010860 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  22700 


Estimate...  -0.40653 
AI SE......  0.04676 
T-stat.....  -8.694 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4065301


s: 540 

Estimate...  -0.37998 
AI SE......  0.068354 
T-stat.....  -5.5589 
p.val......  2.7143e-08 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  659 


Estimate...  -0.45286 
AI SE......  0.12966 
T-stat.....  -3.4926 
p.val......  0.00047836 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  620 


Estimate...  -0.37793 
AI SE......  0.062546 
T-stat.....  -6.0424 
p.val......  1.5183e-09 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  731 


Estimate...  -0.59023 
AI SE......  0.23319 
T-stat.....  -2.5312 
p.val......  0.011368 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  14516 


Estimate...  -0.38373 
AI SE......  0.033766 
T-stat.....  -11.365 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3837335


s: 541 

Estimate...  -0.35659 
AI SE......  0.07736 
T-stat.....  -4.6094 
p.val......  4.0377e-06 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  706 


Estimate...  -0.35267 
AI SE......  0.14845 
T-stat.....  -2.3757 
p.val......  0.017517 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  666 


Estimate...  -0.42556 
AI SE......  0.066489 
T-stat.....  -6.4005 
p.val......  1.5487e-10 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  745 


Estimate...  -0.49881 
AI SE......  0.12919 
T-stat.....  -3.8611 
p.val......  0.00011287 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  22494 


Estimate...  -0.40969 
AI SE......  0.065765 
T-stat.....  -6.2297 
p.val......  4.6735e-10 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  536 

           [,1]
[1,] -0.4096946


s: 542 

Estimate...  -0.41137 
AI SE......  0.085601 
T-stat.....  -4.8056 
p.val......  1.5430e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  671 


Estimate...  -0.36286 
AI SE......  0.14221 
T-stat.....  -2.5515 
p.val......  0.010725 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  649 


Estimate...  -0.23862 
AI SE......  0.068756 
T-stat.....  -3.4705 
p.val......  0.00051949 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  713 


Estimate...  -0.216 
AI SE......  0.14782 
T-stat.....  -1.4612 
p.val......  0.14396 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  17580 


Estimate...  -0.39537 
AI SE......  0.064316 
T-stat.....  -6.1473 
p.val......  7.8796e-10 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3953703


s: 543 

Estimate...  -0.40814 
AI SE......  0.081895 
T-stat.....  -4.9838 
p.val......  6.236e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  707 


Estimate...  -0.48454 
AI SE......  0.13768 
T-stat.....  -3.5192 
p.val......  0.00043285 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  661 


Estimate...  -0.32937 
AI SE......  0.062236 
T-stat.....  -5.2922 
p.val......  1.2082e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  741 


Estimate...  -0.43396 
AI SE......  0.11539 
T-stat.....  -3.7610 
p.val......  0.00016926 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  25605 


Estimate...  -0.42738 
AI SE......  0.053637 
T-stat.....  -7.968 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.4273774


s: 544 

Estimate...  -0.32804 
AI SE......  0.062374 
T-stat.....  -5.2593 
p.val......  1.4462e-07 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  733 


Estimate...  -0.37929 
AI SE......  0.11095 
T-stat.....  -3.4186 
p.val......  0.00062955 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  651 


Estimate...  -0.29468 
AI SE......  0.058416 
T-stat.....  -5.0444 
p.val......  4.5493e-07 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  779 


Estimate...  -0.34684 
AI SE......  0.12957 
T-stat.....  -2.6769 
p.val......  0.0074315 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  18978 


Estimate...  -0.36851 
AI SE......  0.06196 
T-stat.....  -5.9475 
p.val......  2.7229e-09 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

          [,1]
[1,] -0.368509


s: 545 

Estimate...  -0.36419 
AI SE......  0.070776 
T-stat.....  -5.1456 
p.val......  2.6671e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  687 


Estimate...  -0.416 
AI SE......  0.11230 
T-stat.....  -3.7044 
p.val......  0.00021187 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  660 


Estimate...  -0.26650 
AI SE......  0.058418 
T-stat.....  -4.562 
p.val......  5.066e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  718 


Estimate...  -0.38543 
AI SE......  0.16794 
T-stat.....  -2.2950 
p.val......  0.021735 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18490 


Estimate...  -0.33476 
AI SE......  0.065856 
T-stat.....  -5.0833 
p.val......  3.7094e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3347644


s: 546 

Estimate...  -0.45626 
AI SE......  0.064846 
T-stat.....  -7.0362 
p.val......  1.9760e-12 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  684 


Estimate...  -0.41662 
AI SE......  0.18006 
T-stat.....  -2.3138 
p.val......  0.02068 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  595 


Estimate...  -0.36366 
AI SE......  0.069629 
T-stat.....  -5.2228 
p.val......  1.762e-07 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  673 


Estimate...  -0.24089 
AI SE......  0.14677 
T-stat.....  -1.6413 
p.val......  0.10074 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  20006 


Estimate...  -0.40588 
AI SE......  0.051006 
T-stat.....  -7.9575 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4058803


s: 547 

Estimate...  -0.41233 
AI SE......  0.069446 
T-stat.....  -5.9374 
p.val......  2.8965e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  706 


Estimate...  -0.40545 
AI SE......  0.11266 
T-stat.....  -3.5989 
p.val......  0.00031957 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  629 


Estimate...  -0.33596 
AI SE......  0.058891 
T-stat.....  -5.7048 
p.val......  1.1648e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  703 


Estimate...  -0.49835 
AI SE......  0.13796 
T-stat.....  -3.6123 
p.val......  0.00030346 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  20766 


Estimate...  -0.37179 
AI SE......  0.0432 
T-stat.....  -8.6064 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3717937


s: 548 

Estimate...  -0.36891 
AI SE......  0.083145 
T-stat.....  -4.4369 
p.val......  9.125e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  671 


Estimate...  -0.46842 
AI SE......  0.10953 
T-stat.....  -4.2767 
p.val......  1.8967e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  606 


Estimate...  -0.49531 
AI SE......  0.067677 
T-stat.....  -7.3187 
p.val......  2.5024e-13 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  649 


Estimate...  0.046783 
AI SE......  0.20327 
T-stat.....  0.23015 
p.val......  0.81797 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  16909 


Estimate...  -0.39858 
AI SE......  0.046261 
T-stat.....  -8.6158 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.3985755


s: 549 

Estimate...  -0.36515 
AI SE......  0.072818 
T-stat.....  -5.0145 
p.val......  5.3165e-07 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  658 


Estimate...  -0.5269 
AI SE......  0.13808 
T-stat.....  -3.816 
p.val......  0.00013562 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  604 


Estimate...  -0.34080 
AI SE......  0.067508 
T-stat.....  -5.0483 
p.val......  4.4584e-07 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  701 


Estimate...  -0.53549 
AI SE......  0.13822 
T-stat.....  -3.8743 
p.val......  0.00010692 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  21214 


Estimate...  -0.32071 
AI SE......  0.050889 
T-stat.....  -6.3021 
p.val......  2.936e-10 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3207071


s: 550 

Estimate...  -0.33861 
AI SE......  0.075824 
T-stat.....  -4.4657 
p.val......  7.9801e-06 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  678 


Estimate...  -0.57198 
AI SE......  0.14504 
T-stat.....  -3.9436 
p.val......  8.0256e-05 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  635 


Estimate...  -0.32542 
AI SE......  0.06973 
T-stat.....  -4.6668 
p.val......  3.0590e-06 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  663 


Estimate...  -0.37665 
AI SE......  0.14514 
T-stat.....  -2.5951 
p.val......  0.009457 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  20322 


Estimate...  -0.43738 
AI SE......  0.056335 
T-stat.....  -7.7638 
p.val......  8.2157e-15 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.4373772


s: 551 

Estimate...  -0.37253 
AI SE......  0.077802 
T-stat.....  -4.7881 
p.val......  1.6833e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  701 


Estimate...  -0.35395 
AI SE......  0.12589 
T-stat.....  -2.8116 
p.val......  0.004929 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  665 


Estimate...  -0.3496 
AI SE......  0.064147 
T-stat.....  -5.45 
p.val......  5.0374e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  743 


Estimate...  -0.34308 
AI SE......  0.13393 
T-stat.....  -2.5616 
p.val......  0.01042 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  19090 


Estimate...  -0.37976 
AI SE......  0.055221 
T-stat.....  -6.877 
p.val......  6.1104e-12 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3797592


s: 552 

Estimate...  -0.38333 
AI SE......  0.064941 
T-stat.....  -5.9027 
p.val......  3.5765e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  666 


Estimate...  -0.39525 
AI SE......  0.11383 
T-stat.....  -3.4724 
p.val......  0.00051582 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  622 


Estimate...  -0.30948 
AI SE......  0.06256 
T-stat.....  -4.9469 
p.val......  7.5393e-07 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  732 


Estimate...  -0.6756 
AI SE......  0.13161 
T-stat.....  -5.1332 
p.val......  2.8489e-07 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  25080 


Estimate...  -0.39343 
AI SE......  0.042074 
T-stat.....  -9.351 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.3934296


s: 553 

Estimate...  -0.47478 
AI SE......  0.079125 
T-stat.....  -6.0004 
p.val......  1.9688e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  686 


Estimate...  -0.69722 
AI SE......  0.13325 
T-stat.....  -5.2326 
p.val......  1.6718e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  631 


Estimate...  -0.4079 
AI SE......  0.064307 
T-stat.....  -6.343 
p.val......  2.2534e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  672 


Estimate...  -0.51489 
AI SE......  0.15213 
T-stat.....  -3.3846 
p.val......  0.00071275 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  15059 


Estimate...  -0.43359 
AI SE......  0.067439 
T-stat.....  -6.4295 
p.val......  1.2807e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4335948


s: 554 

Estimate...  -0.38259 
AI SE......  0.068763 
T-stat.....  -5.5639 
p.val......  2.6378e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  672 


Estimate...  -0.48066 
AI SE......  0.1059 
T-stat.....  -4.5388 
p.val......  5.6573e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  638 


Estimate...  -0.38727 
AI SE......  0.065195 
T-stat.....  -5.9402 
p.val......  2.8472e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  701 


Estimate...  -0.39334 
AI SE......  0.12306 
T-stat.....  -3.1964 
p.val......  0.0013915 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  18968 


Estimate...  -0.41645 
AI SE......  0.052248 
T-stat.....  -7.9706 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4164499


s: 555 

Estimate...  -0.38865 
AI SE......  0.071808 
T-stat.....  -5.4124 
p.val......  6.2174e-08 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  694 


Estimate...  -0.63104 
AI SE......  0.13007 
T-stat.....  -4.8515 
p.val......  1.2251e-06 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  626 


Estimate...  -0.29231 
AI SE......  0.063305 
T-stat.....  -4.6175 
p.val......  3.8845e-06 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  705 


Estimate...  -0.5555 
AI SE......  0.15822 
T-stat.....  -3.511 
p.val......  0.00044643 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  18086 


Estimate...  -0.40119 
AI SE......  0.058478 
T-stat.....  -6.8606 
p.val......  6.859e-12 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.4011923


s: 556 

Estimate...  -0.37387 
AI SE......  0.073441 
T-stat.....  -5.0907 
p.val......  3.5677e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  701 


Estimate...  -0.45584 
AI SE......  0.12808 
T-stat.....  -3.5589 
p.val......  0.00037237 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  637 


Estimate...  -0.30979 
AI SE......  0.064609 
T-stat.....  -4.7949 
p.val......  1.6274e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  711 


Estimate...  -0.38825 
AI SE......  0.14334 
T-stat.....  -2.7086 
p.val......  0.0067571 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  18332 


Estimate...  -0.37937 
AI SE......  0.054263 
T-stat.....  -6.9914 
p.val......  2.7209e-12 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3793749


s: 557 

Estimate...  -0.38312 
AI SE......  0.075575 
T-stat.....  -5.0693 
p.val......  3.992e-07 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  682 


Estimate...  -0.53969 
AI SE......  0.14785 
T-stat.....  -3.6504 
p.val......  0.00026188 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  649 


Estimate...  -0.32052 
AI SE......  0.061679 
T-stat.....  -5.1965 
p.val......  2.0306e-07 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  714 


Estimate...  -0.48237 
AI SE......  0.13607 
T-stat.....  -3.5451 
p.val......  0.00039248 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  19506 


Estimate...  -0.3821 
AI SE......  0.060724 
T-stat.....  -6.2925 
p.val......  3.1239e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3821037


s: 558 

Estimate...  -0.38108 
AI SE......  0.072183 
T-stat.....  -5.2794 
p.val......  1.2962e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  658 


Estimate...  -0.3961 
AI SE......  0.14595 
T-stat.....  -2.7139 
p.val......  0.0066492 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  612 


Estimate...  -0.31942 
AI SE......  0.06694 
T-stat.....  -4.7718 
p.val......  1.8261e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  744 


Estimate...  -0.52854 
AI SE......  0.15976 
T-stat.....  -3.3083 
p.val......  0.00093859 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  18044 


Estimate...  -0.3767 
AI SE......  0.063812 
T-stat.....  -5.9034 
p.val......  3.5616e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

          [,1]
[1,] -0.376703


s: 559 

Estimate...  -0.43978 
AI SE......  0.079379 
T-stat.....  -5.5403 
p.val......  3.0199e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  690 


Estimate...  -0.56864 
AI SE......  0.13741 
T-stat.....  -4.1382 
p.val......  3.5009e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  617 


Estimate...  -0.41428 
AI SE......  0.065219 
T-stat.....  -6.3522 
p.val......  2.1229e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  728 


Estimate...  -0.67494 
AI SE......  0.14522 
T-stat.....  -4.6478 
p.val......  3.3553e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  19586 


Estimate...  -0.4037 
AI SE......  0.05677 
T-stat.....  -7.1112 
p.val......  1.1504e-12 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4036999


s: 560 

Estimate...  -0.44338 
AI SE......  0.072903 
T-stat.....  -6.0818 
p.val......  1.1885e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  700 


Estimate...  -0.57312 
AI SE......  0.13998 
T-stat.....  -4.0942 
p.val......  4.2364e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  628 


Estimate...  -0.36659 
AI SE......  0.061207 
T-stat.....  -5.9894 
p.val......  2.1061e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  683 


Estimate...  -0.48107 
AI SE......  0.11438 
T-stat.....  -4.2057 
p.val......  2.6023e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  23428 


Estimate...  -0.4372 
AI SE......  0.052473 
T-stat.....  -8.332 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4372011


s: 561 

Estimate...  -0.50334 
AI SE......  0.077293 
T-stat.....  -6.5121 
p.val......  7.412e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  678 


Estimate...  -0.53315 
AI SE......  0.12591 
T-stat.....  -4.2344 
p.val......  2.2918e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  629 


Estimate...  -0.36073 
AI SE......  0.059561 
T-stat.....  -6.0564 
p.val......  1.3919e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  683 


Estimate...  -0.44568 
AI SE......  0.18031 
T-stat.....  -2.4718 
p.val......  0.013443 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  16840 


Estimate...  -0.41428 
AI SE......  0.059178 
T-stat.....  -7.0005 
p.val......  2.5506e-12 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4142772


s: 562 

Estimate...  -0.36495 
AI SE......  0.081923 
T-stat.....  -4.4547 
p.val......  8.3998e-06 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  716 


Estimate...  -0.58378 
AI SE......  0.12997 
T-stat.....  -4.4917 
p.val......  7.0647e-06 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  641 


Estimate...  -0.34088 
AI SE......  0.067992 
T-stat.....  -5.0135 
p.val......  5.3441e-07 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  724 


Estimate...  -0.53645 
AI SE......  0.1808 
T-stat.....  -2.9671 
p.val......  0.0030065 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  19404 


Estimate...  -0.41126 
AI SE......  0.043757 
T-stat.....  -9.3989 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  536 

           [,1]
[1,] -0.4112628


s: 563 

Estimate...  -0.43465 
AI SE......  0.070596 
T-stat.....  -6.1568 
p.val......  7.4213e-10 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  693 


Estimate...  -0.40755 
AI SE......  0.15048 
T-stat.....  -2.7083 
p.val......  0.0067624 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  622 


Estimate...  -0.33107 
AI SE......  0.073841 
T-stat.....  -4.4835 
p.val......  7.342e-06 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  702 


Estimate...  -0.72698 
AI SE......  0.14536 
T-stat.....  -5.0012 
p.val......  5.6984e-07 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  21360 


Estimate...  -0.44397 
AI SE......  0.056992 
T-stat.....  -7.7901 
p.val......  6.6613e-15 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.4439744


s: 564 

Estimate...  -0.45119 
AI SE......  0.076577 
T-stat.....  -5.892 
p.val......  3.8145e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  668 


Estimate...  -0.59843 
AI SE......  0.15476 
T-stat.....  -3.8669 
p.val......  0.00011025 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  629 


Estimate...  -0.38978 
AI SE......  0.061222 
T-stat.....  -6.3666 
p.val......  1.9326e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  711 


Estimate...  -0.43547 
AI SE......  0.15855 
T-stat.....  -2.7466 
p.val......  0.0060215 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  14851 


Estimate...  -0.41251 
AI SE......  0.055635 
T-stat.....  -7.4147 
p.val......  1.2190e-13 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4125147


s: 565 

Estimate...  -0.35619 
AI SE......  0.073437 
T-stat.....  -4.8504 
p.val......  1.2324e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  710 


Estimate...  -0.33477 
AI SE......  0.13439 
T-stat.....  -2.491 
p.val......  0.012739 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  596 


Estimate...  -0.38958 
AI SE......  0.063648 
T-stat.....  -6.1209 
p.val......  9.3055e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  687 


Estimate...  -0.40904 
AI SE......  0.12545 
T-stat.....  -3.2605 
p.val......  0.0011122 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  20756 


Estimate...  -0.34433 
AI SE......  0.06957 
T-stat.....  -4.9495 
p.val......  7.4408e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3443346


s: 566 

Estimate...  -0.32921 
AI SE......  0.082334 
T-stat.....  -3.9985 
p.val......  6.3738e-05 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  698 


Estimate...  -0.30367 
AI SE......  0.18303 
T-stat.....  -1.6591 
p.val......  0.097094 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  634 


Estimate...  -0.39927 
AI SE......  0.066687 
T-stat.....  -5.9873 
p.val......  2.1339e-09 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  739 


Estimate...  -0.50857 
AI SE......  0.12376 
T-stat.....  -4.1093 
p.val......  3.968e-05 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  19482 


Estimate...  -0.34312 
AI SE......  0.045618 
T-stat.....  -7.5217 
p.val......  5.4179e-14 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.3431213


s: 567 

Estimate...  -0.32882 
AI SE......  0.068006 
T-stat.....  -4.8351 
p.val......  1.3308e-06 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  688 


Estimate...  -0.42246 
AI SE......  0.14437 
T-stat.....  -2.9262 
p.val......  0.0034308 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  598 


Estimate...  -0.35322 
AI SE......  0.068906 
T-stat.....  -5.1261 
p.val......  2.9586e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  704 


Estimate...  -0.34851 
AI SE......  0.12779 
T-stat.....  -2.7273 
p.val......  0.0063853 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  24012 


Estimate...  -0.36106 
AI SE......  0.043458 
T-stat.....  -8.3082 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3610573


s: 568 

Estimate...  -0.36209 
AI SE......  0.073893 
T-stat.....  -4.9002 
p.val......  9.5724e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  689 


Estimate...  -0.77817 
AI SE......  0.16456 
T-stat.....  -4.7288 
p.val......  2.2586e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  622 


Estimate...  -0.35796 
AI SE......  0.063146 
T-stat.....  -5.6688 
p.val......  1.4383e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  686 


Estimate...  -0.41651 
AI SE......  0.16152 
T-stat.....  -2.5787 
p.val......  0.0099185 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  14927 


Estimate...  -0.38816 
AI SE......  0.045035 
T-stat.....  -8.619 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3881626


s: 569 

Estimate...  -0.41102 
AI SE......  0.080492 
T-stat.....  -5.1063 
p.val......  3.285e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  677 


Estimate...  -0.38346 
AI SE......  0.16982 
T-stat.....  -2.2581 
p.val......  0.023942 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  611 


Estimate...  -0.35378 
AI SE......  0.064176 
T-stat.....  -5.5126 
p.val......  3.5347e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  712 


Estimate...  -0.39016 
AI SE......  0.14189 
T-stat.....  -2.7497 
p.val......  0.0059652 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  17125 


Estimate...  -0.38446 
AI SE......  0.063608 
T-stat.....  -6.0442 
p.val......  1.5018e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3844590


s: 570 

Estimate...  -0.50629 
AI SE......  0.082527 
T-stat.....  -6.1349 
p.val......  8.5212e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  700 


Estimate...  -0.6298 
AI SE......  0.19839 
T-stat.....  -3.1745 
p.val......  0.0015007 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  665 


Estimate...  -0.50372 
AI SE......  0.078838 
T-stat.....  -6.3893 
p.val......  1.6668e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  746 


Estimate...  -0.51296 
AI SE......  0.15384 
T-stat.....  -3.3344 
p.val......  0.0008548 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  15201 


Estimate...  -0.31508 
AI SE......  0.072953 
T-stat.....  -4.3189 
p.val......  1.5683e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.3150772


s: 571 

Estimate...  -0.30865 
AI SE......  0.075106 
T-stat.....  -4.1095 
p.val......  3.9644e-05 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  701 


Estimate...  -0.37445 
AI SE......  0.13247 
T-stat.....  -2.8267 
p.val......  0.0047028 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  647 


Estimate...  -0.37847 
AI SE......  0.065512 
T-stat.....  -5.7771 
p.val......  7.5997e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  728 


Estimate...  -0.76506 
AI SE......  0.18470 
T-stat.....  -4.1422 
p.val......  3.4394e-05 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  14365 


Estimate...  -0.37564 
AI SE......  0.054445 
T-stat.....  -6.8995 
p.val......  5.2183e-12 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3756424


s: 572 

Estimate...  -0.44255 
AI SE......  0.072129 
T-stat.....  -6.1356 
p.val......  8.4858e-10 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  657 


Estimate...  -0.52493 
AI SE......  0.13195 
T-stat.....  -3.9782 
p.val......  6.9429e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  612 


Estimate...  -0.40651 
AI SE......  0.064935 
T-stat.....  -6.2603 
p.val......  3.8435e-10 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  688 


Estimate...  -0.52395 
AI SE......  0.12561 
T-stat.....  -4.1712 
p.val......  3.0307e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  22326 


Estimate...  -0.3994 
AI SE......  0.058253 
T-stat.....  -6.8562 
p.val......  7.0692e-12 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3993992


s: 573 

Estimate...  -0.37768 
AI SE......  0.077712 
T-stat.....  -4.86 
p.val......  1.1739e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  712 


Estimate...  -0.73442 
AI SE......  0.17258 
T-stat.....  -4.2556 
p.val......  2.0850e-05 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  641 


Estimate...  -0.36234 
AI SE......  0.069644 
T-stat.....  -5.2027 
p.val......  1.9642e-07 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  713 


Estimate...  -0.51379 
AI SE......  0.1341 
T-stat.....  -3.8314 
p.val......  0.00012741 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  21615 


Estimate...  -0.39212 
AI SE......  0.046347 
T-stat.....  -8.4604 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3921159


s: 574 

Estimate...  -0.42768 
AI SE......  0.069606 
T-stat.....  -6.1442 
p.val......  8.0343e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  709 


Estimate...  -0.53167 
AI SE......  0.13312 
T-stat.....  -3.994 
p.val......  6.497e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  617 


Estimate...  -0.41643 
AI SE......  0.06533 
T-stat.....  -6.3743 
p.val......  1.8383e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  682 


Estimate...  -0.20761 
AI SE......  0.16637 
T-stat.....  -1.2478 
p.val......  0.2121 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  14082 


Estimate...  -0.41659 
AI SE......  0.058524 
T-stat.....  -7.1182 
p.val......  1.0933e-12 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4165853


s: 575 

Estimate...  -0.34793 
AI SE......  0.07551 
T-stat.....  -4.6077 
p.val......  4.0708e-06 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  698 


Estimate...  -0.59023 
AI SE......  0.15152 
T-stat.....  -3.8955 
p.val......  9.8013e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  668 


Estimate...  -0.35187 
AI SE......  0.069814 
T-stat.....  -5.0401 
p.val......  4.653e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  707 


Estimate...  -0.20281 
AI SE......  0.14947 
T-stat.....  -1.3569 
p.val......  0.17482 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  16345 


Estimate...  -0.40183 
AI SE......  0.056293 
T-stat.....  -7.1381 
p.val......  9.4613e-13 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.4018269


s: 576 

Estimate...  -0.44981 
AI SE......  0.076692 
T-stat.....  -5.8651 
p.val......  4.4889e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  673 


Estimate...  -0.36287 
AI SE......  0.17296 
T-stat.....  -2.0980 
p.val......  0.035908 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  620 


Estimate...  -0.41949 
AI SE......  0.059657 
T-stat.....  -7.0317 
p.val......  2.0408e-12 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  691 


Estimate...  -0.46991 
AI SE......  0.13831 
T-stat.....  -3.3975 
p.val......  0.00067998 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  18405 


Estimate...  -0.40365 
AI SE......  0.041528 
T-stat.....  -9.72 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4036548


s: 577 

Estimate...  -0.38584 
AI SE......  0.081251 
T-stat.....  -4.7488 
p.val......  2.0464e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  694 


Estimate...  -0.41824 
AI SE......  0.127 
T-stat.....  -3.2932 
p.val......  0.00099047 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  642 


Estimate...  -0.34658 
AI SE......  0.066813 
T-stat.....  -5.1872 
p.val......  2.1345e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  713 


Estimate...  -0.50232 
AI SE......  0.12313 
T-stat.....  -4.0794 
p.val......  4.5145e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  22200 


Estimate...  -0.38016 
AI SE......  0.064747 
T-stat.....  -5.8714 
p.val......  4.3219e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3801554


s: 578 

Estimate...  -0.43095 
AI SE......  0.073405 
T-stat.....  -5.8709 
p.val......  4.3345e-09 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  708 


Estimate...  -0.5412 
AI SE......  0.12817 
T-stat.....  -4.2223 
p.val......  2.4178e-05 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  667 


Estimate...  -0.35262 
AI SE......  0.06986 
T-stat.....  -5.0475 
p.val......  4.4757e-07 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  723 


Estimate...  -0.23754 
AI SE......  0.12003 
T-stat.....  -1.979 
p.val......  0.047814 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  21565 


Estimate...  -0.39915 
AI SE......  0.064932 
T-stat.....  -6.1472 
p.val......  7.8884e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3991473


s: 579 

Estimate...  -0.39359 
AI SE......  0.075814 
T-stat.....  -5.1916 
p.val......  2.085e-07 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  682 


Estimate...  -0.75981 
AI SE......  0.16571 
T-stat.....  -4.5851 
p.val......  4.538e-06 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  644 


Estimate...  -0.33812 
AI SE......  0.069469 
T-stat.....  -4.8673 
p.val......  1.1315e-06 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  716 


Estimate...  -0.46574 
AI SE......  0.12324 
T-stat.....  -3.7792 
p.val......  0.00015736 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  24922 


Estimate...  -0.42549 
AI SE......  0.040845 
T-stat.....  -10.417 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.4254922


s: 580 

Estimate...  -0.37729 
AI SE......  0.079354 
T-stat.....  -4.7546 
p.val......  1.9889e-06 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  704 


Estimate...  -0.54537 
AI SE......  0.13101 
T-stat.....  -4.1628 
p.val......  3.1431e-05 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  639 


Estimate...  -0.36006 
AI SE......  0.068181 
T-stat.....  -5.281 
p.val......  1.2851e-07 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  734 


Estimate...  -0.48469 
AI SE......  0.14915 
T-stat.....  -3.2497 
p.val......  0.0011554 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  19721 


Estimate...  -0.36651 
AI SE......  0.06267 
T-stat.....  -5.8482 
p.val......  4.9682e-09 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3665076


s: 581 

Estimate...  -0.38077 
AI SE......  0.079325 
T-stat.....  -4.8001 
p.val......  1.5855e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  706 


Estimate...  -0.47109 
AI SE......  0.12547 
T-stat.....  -3.7546 
p.val......  0.00017359 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  681 


Estimate...  -0.34795 
AI SE......  0.071842 
T-stat.....  -4.8433 
p.val......  1.2768e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  718 


Estimate...  -0.32349 
AI SE......  0.22895 
T-stat.....  -1.4129 
p.val......  0.15768 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  13278 


Estimate...  -0.36389 
AI SE......  0.064075 
T-stat.....  -5.679 
p.val......  1.3546e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3638864


s: 582 

Estimate...  -0.36897 
AI SE......  0.07103 
T-stat.....  -5.1946 
p.val......  2.0519e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  663 


Estimate...  -0.60382 
AI SE......  0.11007 
T-stat.....  -5.486 
p.val......  4.1124e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  626 


Estimate...  -0.33218 
AI SE......  0.058892 
T-stat.....  -5.6405 
p.val......  1.6952e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  722 


Estimate...  -0.67488 
AI SE......  0.15267 
T-stat.....  -4.4205 
p.val......  9.846e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  16103 


Estimate...  -0.40224 
AI SE......  0.064421 
T-stat.....  -6.244 
p.val......  4.2657e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4022444


s: 583 

Estimate...  -0.50595 
AI SE......  0.093256 
T-stat.....  -5.4254 
p.val......  5.7823e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  674 


Estimate...  -0.70155 
AI SE......  0.20763 
T-stat.....  -3.3789 
p.val......  0.00072771 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  608 


Estimate...  -0.38364 
AI SE......  0.062327 
T-stat.....  -6.1552 
p.val......  7.4972e-10 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  701 


Estimate...  -0.35194 
AI SE......  0.14117 
T-stat.....  -2.4931 
p.val......  0.012665 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  17742 


Estimate...  -0.36966 
AI SE......  0.054027 
T-stat.....  -6.8421 
p.val......  7.8038e-12 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3696554


s: 584 

Estimate...  -0.383 
AI SE......  0.074963 
T-stat.....  -5.1091 
p.val......  3.2366e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  649 


Estimate...  -0.29331 
AI SE......  0.15728 
T-stat.....  -1.8649 
p.val......  0.062195 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  622 


Estimate...  -0.35243 
AI SE......  0.065597 
T-stat.....  -5.3727 
p.val......  7.758e-08 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  716 


Estimate...  -0.22407 
AI SE......  0.17393 
T-stat.....  -1.2883 
p.val......  0.19764 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  19014 


Estimate...  -0.37808 
AI SE......  0.053061 
T-stat.....  -7.1253 
p.val......  1.0385e-12 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.3780764


s: 585 

Estimate...  -0.30229 
AI SE......  0.072334 
T-stat.....  -4.1791 
p.val......  2.9263e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  716 


Estimate...  -0.50167 
AI SE......  0.12066 
T-stat.....  -4.1578 
p.val......  3.2140e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  624 


Estimate...  -0.42709 
AI SE......  0.067373 
T-stat.....  -6.3391 
p.val......  2.3105e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  713 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.27071 
AI SE......  0.045823 
T-stat.....  -5.9076 
p.val......  3.4714e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  249559 


Estimate...  -0.38694 
AI SE......  0.046933 
T-stat.....  -8.2446 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3869435


s: 586 

Estimate...  -0.38089 
AI SE......  0.071848 
T-stat.....  -5.3012 
p.val......  1.1501e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  703 


Estimate...  -0.54064 
AI SE......  0.11800 
T-stat.....  -4.5817 
p.val......  4.6114e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  629 


Estimate...  -0.23193 
AI SE......  0.068084 
T-stat.....  -3.4066 
p.val......  0.00065787 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  683 


Estimate...  -0.40694 
AI SE......  0.14814 
T-stat.....  -2.7470 
p.val......  0.006015 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  16291 


Estimate...  -0.3796 
AI SE......  0.055747 
T-stat.....  -6.8094 
p.val......  9.8026e-12 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3795991


s: 587 

Estimate...  -0.42688 
AI SE......  0.077291 
T-stat.....  -5.523 
p.val......  3.3330e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  709 


Estimate...  -0.46088 
AI SE......  0.15242 
T-stat.....  -3.0239 
p.val......  0.0024957 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  654 


Estimate...  -0.33560 
AI SE......  0.062473 
T-stat.....  -5.372 
p.val......  7.7865e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  705 


Estimate...  -0.52625 
AI SE......  0.16376 
T-stat.....  -3.2135 
p.val......  0.0013114 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  18099 


Estimate...  -0.38365 
AI SE......  0.049839 
T-stat.....  -7.6977 
p.val......  1.3767e-14 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3836465


s: 588 

Estimate...  -0.34273 
AI SE......  0.07362 
T-stat.....  -4.6553 
p.val......  3.2345e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  694 


Estimate...  -0.39188 
AI SE......  0.14184 
T-stat.....  -2.7629 
p.val......  0.0057291 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  641 


Estimate...  -0.4324 
AI SE......  0.067987 
T-stat.....  -6.3601 
p.val......  2.0164e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  683 


Estimate...  -0.66792 
AI SE......  0.12897 
T-stat.....  -5.1789 
p.val......  2.2325e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  18117 


Estimate...  -0.37552 
AI SE......  0.062021 
T-stat.....  -6.0548 
p.val......  1.4061e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3755230


s: 589 

Estimate...  -0.39032 
AI SE......  0.072142 
T-stat.....  -5.4105 
p.val......  6.2842e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  680 


Estimate...  -0.46656 
AI SE......  0.12567 
T-stat.....  -3.7127 
p.val......  0.00020504 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  634 


Estimate...  -0.37348 
AI SE......  0.071195 
T-stat.....  -5.2459 
p.val......  1.5552e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  694 


Estimate...  -0.52775 
AI SE......  0.18771 
T-stat.....  -2.8116 
p.val......  0.0049299 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  12464 


Estimate...  -0.392 
AI SE......  0.059839 
T-stat.....  -6.5509 
p.val......  5.7195e-11 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3919978


s: 590 

Estimate...  -0.34499 
AI SE......  0.064723 
T-stat.....  -5.3303 
p.val......  9.803e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  700 


Estimate...  -0.61069 
AI SE......  0.097615 
T-stat.....  -6.2561 
p.val......  3.946e-10 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  634 


Estimate...  -0.32807 
AI SE......  0.061916 
T-stat.....  -5.2987 
p.val......  1.1666e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  737 


Estimate...  -0.51143 
AI SE......  0.11859 
T-stat.....  -4.3125 
p.val......  1.6145e-05 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  24723 


Estimate...  -0.38915 
AI SE......  0.051141 
T-stat.....  -7.6093 
p.val......  2.7534e-14 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3891464


s: 591 

Estimate...  -0.3995 
AI SE......  0.09055 
T-stat.....  -4.4119 
p.val......  1.0245e-05 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  682 


Estimate...  -0.53258 
AI SE......  0.12568 
T-stat.....  -4.2377 
p.val......  2.2582e-05 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  614 


Estimate...  -0.38863 
AI SE......  0.07074 
T-stat.....  -5.4938 
p.val......  3.9336e-08 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  700 


Estimate...  -0.48964 
AI SE......  0.14580 
T-stat.....  -3.3584 
p.val......  0.00078385 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  21662 


Estimate...  -0.45099 
AI SE......  0.081986 
T-stat.....  -5.5008 
p.val......  3.7808e-08 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.4509864


s: 592 

Estimate...  -0.41645 
AI SE......  0.083105 
T-stat.....  -5.0111 
p.val......  5.4112e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  662 


Estimate...  -0.57126 
AI SE......  0.12133 
T-stat.....  -4.7083 
p.val......  2.4975e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  634 


Estimate...  -0.36313 
AI SE......  0.067239 
T-stat.....  -5.4006 
p.val......  6.6408e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  707 


Estimate...  -0.36650 
AI SE......  0.14783 
T-stat.....  -2.4792 
p.val......  0.013169 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  18589 


Estimate...  -0.40708 
AI SE......  0.06897 
T-stat.....  -5.9023 
p.val......  3.5849e-09 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.4070813


s: 593 

Estimate...  -0.34412 
AI SE......  0.06991 
T-stat.....  -4.9222 
p.val......  8.5565e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  712 


Estimate...  -0.56918 
AI SE......  0.12188 
T-stat.....  -4.6702 
p.val......  3.009e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  643 


Estimate...  -0.32777 
AI SE......  0.061359 
T-stat.....  -5.3419 
p.val......  9.197e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  706 


Estimate...  -0.498 
AI SE......  0.16095 
T-stat.....  -3.0942 
p.val......  0.0019731 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  14099 


Estimate...  -0.38261 
AI SE......  0.062232 
T-stat.....  -6.1482 
p.val......  7.836e-10 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3826139


s: 594 

Estimate...  -0.28337 
AI SE......  0.06988 
T-stat.....  -4.0551 
p.val......  5.0119e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  681 


Estimate...  -0.36531 
AI SE......  0.13428 
T-stat.....  -2.7206 
p.val......  0.0065169 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  609 


Estimate...  -0.37749 
AI SE......  0.070287 
T-stat.....  -5.3706 
p.val......  7.8477e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  703 


Estimate...  -0.75052 
AI SE......  0.26283 
T-stat.....  -2.8555 
p.val......  0.0042963 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  12907 


Estimate...  -0.37547 
AI SE......  0.05594 
T-stat.....  -6.712 
p.val......  1.9197e-11 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3754671


s: 595 

Estimate...  -0.37409 
AI SE......  0.090467 
T-stat.....  -4.1352 
p.val......  3.547e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  695 


Estimate...  -0.75032 
AI SE......  0.16389 
T-stat.....  -4.5783 
p.val......  4.6867e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  617 


Estimate...  -0.43281 
AI SE......  0.070757 
T-stat.....  -6.1168 
p.val......  9.5444e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  738 


Estimate...  -0.59537 
AI SE......  0.15405 
T-stat.....  -3.8649 
p.val......  0.00011114 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  15222 


Estimate...  -0.40983 
AI SE......  0.05459 
T-stat.....  -7.5074 
p.val......  6.0396e-14 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4098315


s: 596 

Estimate...  -0.42587 
AI SE......  0.07461 
T-stat.....  -5.7079 
p.val......  1.1436e-08 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  690 


Estimate...  -0.6161 
AI SE......  0.11036 
T-stat.....  -5.5825 
p.val......  2.3711e-08 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  672 


Estimate...  -0.4122 
AI SE......  0.062521 
T-stat.....  -6.5929 
p.val......  4.3134e-11 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  740 


Estimate...  -0.46238 
AI SE......  0.14381 
T-stat.....  -3.2152 
p.val......  0.0013036 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  14288 


Estimate...  -0.40693 
AI SE......  0.036336 
T-stat.....  -11.199 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  536 
Matched number of observations...............  536 
Matched number of observations  (unweighted).  536 

           [,1]
[1,] -0.4069349


s: 597 

Estimate...  -0.49484 
AI SE......  0.084967 
T-stat.....  -5.8239 
p.val......  5.7495e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  703 


Estimate...  -0.49565 
AI SE......  0.12924 
T-stat.....  -3.8350 
p.val......  0.00012554 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  652 


Estimate...  -0.37349 
AI SE......  0.066009 
T-stat.....  -5.6581 
p.val......  1.5302e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  714 


Estimate...  -0.42787 
AI SE......  0.15735 
T-stat.....  -2.7192 
p.val......  0.0065443 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  19631 


Estimate...  -0.4082 
AI SE......  0.066803 
T-stat.....  -6.1105 
p.val......  9.9323e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4082002


s: 598 

Estimate...  -0.35012 
AI SE......  0.075541 
T-stat.....  -4.6348 
p.val......  3.5731e-06 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  671 


Estimate...  -0.34225 
AI SE......  0.20352 
T-stat.....  -1.6817 
p.val......  0.092634 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  626 


Estimate...  -0.35348 
AI SE......  0.063896 
T-stat.....  -5.5321 
p.val......  3.1638e-08 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  724 


Estimate...  -0.45044 
AI SE......  0.11494 
T-stat.....  -3.919 
p.val......  8.8917e-05 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  24066 


Estimate...  -0.40533 
AI SE......  0.054258 
T-stat.....  -7.4704 
p.val......  7.9936e-14 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.4053314


s: 599 

Estimate...  -0.51399 
AI SE......  0.070125 
T-stat.....  -7.3297 
p.val......  2.3070e-13 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  680 


Estimate...  -0.58189 
AI SE......  0.12483 
T-stat.....  -4.6613 
p.val......  3.1423e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  642 


Estimate...  -0.37066 
AI SE......  0.06493 
T-stat.....  -5.7086 
p.val......  1.1391e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  740 


Estimate...  -0.61091 
AI SE......  0.11198 
T-stat.....  -5.4557 
p.val......  4.8789e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  21382 


Estimate...  -0.40749 
AI SE......  0.044291 
T-stat.....  -9.2004 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4074922


s: 600 

Estimate...  -0.42323 
AI SE......  0.06686 
T-stat.....  -6.3301 
p.val......  2.4502e-10 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  730 


Estimate...  -0.3232 
AI SE......  0.13111 
T-stat.....  -2.4651 
p.val......  0.013696 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  671 


Estimate...  -0.31559 
AI SE......  0.061986 
T-stat.....  -5.0913 
p.val......  3.557e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  739 


Estimate...  -0.23854 
AI SE......  0.13194 
T-stat.....  -1.8079 
p.val......  0.07063 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  18534 


Estimate...  -0.38113 
AI SE......  0.046276 
T-stat.....  -8.236 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3811282


s: 601 

Estimate...  -0.42797 
AI SE......  0.081634 
T-stat.....  -5.2426 
p.val......  1.5832e-07 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  727 


Estimate...  -0.35338 
AI SE......  0.22109 
T-stat.....  -1.5984 
p.val......  0.10996 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  645 


Estimate...  -0.42383 
AI SE......  0.05969 
T-stat.....  -7.1005 
p.val......  1.2432e-12 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  716 


Estimate...  -0.51477 
AI SE......  0.12114 
T-stat.....  -4.2495 
p.val......  2.1424e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  22861 


Estimate...  -0.37897 
AI SE......  0.040066 
T-stat.....  -9.4585 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

          [,1]
[1,] -0.378966


s: 602 

Estimate...  -0.37846 
AI SE......  0.082362 
T-stat.....  -4.5951 
p.val......  4.3258e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  665 


Estimate...  -0.36373 
AI SE......  0.18855 
T-stat.....  -1.9291 
p.val......  0.053718 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  623 


Estimate...  -0.43786 
AI SE......  0.069086 
T-stat.....  -6.3379 
p.val......  2.3295e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  693 


Estimate...  -0.3976 
AI SE......  0.13051 
T-stat.....  -3.0464 
p.val......  0.0023158 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  20667 


Estimate...  -0.38574 
AI SE......  0.069293 
T-stat.....  -5.5667 
p.val......  2.5954e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.3857393


s: 603 

Estimate...  -0.43906 
AI SE......  0.073403 
T-stat.....  -5.9815 
p.val......  2.2108e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  690 


Estimate...  -0.3147 
AI SE......  0.14162 
T-stat.....  -2.2222 
p.val......  0.02627 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  651 


Estimate...  -0.38701 
AI SE......  0.071405 
T-stat.....  -5.4198 
p.val......  5.9653e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  743 


Estimate...  -0.29509 
AI SE......  0.17698 
T-stat.....  -1.6674 
p.val......  0.095428 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  13822 


Estimate...  -0.402 
AI SE......  0.050538 
T-stat.....  -7.9545 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4020035


s: 604 

Estimate...  -0.42332 
AI SE......  0.084613 
T-stat.....  -5.0031 
p.val......  5.6424e-07 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  691 


Estimate...  -0.57062 
AI SE......  0.16551 
T-stat.....  -3.4477 
p.val......  0.00056549 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  680 


Estimate...  -0.32292 
AI SE......  0.064391 
T-stat.....  -5.015 
p.val......  5.3026e-07 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  758 


Estimate...  -0.54369 
AI SE......  0.15334 
T-stat.....  -3.5456 
p.val......  0.00039175 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  18564 


Estimate...  -0.36619 
AI SE......  0.063718 
T-stat.....  -5.7471 
p.val......  9.0789e-09 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  530 

           [,1]
[1,] -0.3661916


s: 605 

Estimate...  -0.3893 
AI SE......  0.070976 
T-stat.....  -5.4849 
p.val......  4.1364e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  685 


Estimate...  -0.59232 
AI SE......  0.1456 
T-stat.....  -4.0682 
p.val......  4.7386e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  636 


Estimate...  -0.29415 
AI SE......  0.061444 
T-stat.....  -4.7872 
p.val......  1.6910e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  760 


Estimate...  -0.7687 
AI SE......  0.14423 
T-stat.....  -5.3295 
p.val......  9.8486e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  19316 


Estimate...  -0.38360 
AI SE......  0.055221 
T-stat.....  -6.9467 
p.val......  3.739e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3836047


s: 606 

Estimate...  -0.43249 
AI SE......  0.068841 
T-stat.....  -6.2825 
p.val......  3.331e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  702 


Estimate...  -0.51415 
AI SE......  0.12822 
T-stat.....  -4.01 
p.val......  6.0719e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  634 


Estimate...  -0.35441 
AI SE......  0.067057 
T-stat.....  -5.2852 
p.val......  1.2556e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  728 


Estimate...  -0.12205 
AI SE......  0.16299 
T-stat.....  -0.74885 
p.val......  0.45395 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  16541 


Estimate...  -0.39229 
AI SE......  0.051565 
T-stat.....  -7.6076 
p.val......  2.7978e-14 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3922876


s: 607 

Estimate...  -0.38623 
AI SE......  0.072124 
T-stat.....  -5.3551 
p.val......  8.55e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  676 


Estimate...  -0.48284 
AI SE......  0.16445 
T-stat.....  -2.9361 
p.val......  0.0033238 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  657 


Estimate...  -0.38851 
AI SE......  0.067688 
T-stat.....  -5.7396 
p.val......  9.4883e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  748 


Estimate...  -0.4937 
AI SE......  0.1452 
T-stat.....  -3.4001 
p.val......  0.0006735 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  21258 


Estimate...  -0.405 
AI SE......  0.049696 
T-stat.....  -8.1496 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4050010


s: 608 

Estimate...  -0.36513 
AI SE......  0.097222 
T-stat.....  -3.7557 
p.val......  0.00017288 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  675 


Estimate...  -0.6347 
AI SE......  0.16599 
T-stat.....  -3.8236 
p.val......  0.0001315 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  644 


Estimate...  -0.33141 
AI SE......  0.07712 
T-stat.....  -4.2973 
p.val......  1.7287e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  696 


Estimate...  -0.31955 
AI SE......  0.14916 
T-stat.....  -2.1422 
p.val......  0.032174 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  18030 


Estimate...  -0.41937 
AI SE......  0.049108 
T-stat.....  -8.5397 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4193722


s: 609 

Estimate...  -0.50163 
AI SE......  0.078756 
T-stat.....  -6.3694 
p.val......  1.8981e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  690 


Estimate...  -0.53553 
AI SE......  0.10675 
T-stat.....  -5.0165 
p.val......  5.2614e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  631 


Estimate...  -0.45925 
AI SE......  0.066759 
T-stat.....  -6.8793 
p.val......  6.0163e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  724 


Estimate...  -0.5263 
AI SE......  0.18883 
T-stat.....  -2.7872 
p.val......  0.0053165 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  16181 


Estimate...  -0.43269 
AI SE......  0.063014 
T-stat.....  -6.8665 
p.val......  6.5776e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4326874


s: 610 

Estimate...  -0.33977 
AI SE......  0.093343 
T-stat.....  -3.6400 
p.val......  0.00027269 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  694 


Estimate...  -0.37164 
AI SE......  0.15995 
T-stat.....  -2.3235 
p.val......  0.020154 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  637 


Estimate...  -0.42901 
AI SE......  0.072735 
T-stat.....  -5.8982 
p.val......  3.6742e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  688 


Estimate...  -0.30135 
AI SE......  0.14001 
T-stat.....  -2.1523 
p.val......  0.03137 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  20194 


Estimate...  -0.35229 
AI SE......  0.058618 
T-stat.....  -6.0099 
p.val......  1.8567e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3522883


s: 611 

Estimate...  -0.43657 
AI SE......  0.074279 
T-stat.....  -5.8774 
p.val......  4.167e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  684 


Estimate...  -0.43847 
AI SE......  0.12581 
T-stat.....  -3.4851 
p.val......  0.00049198 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  642 


Estimate...  -0.46886 
AI SE......  0.063363 
T-stat.....  -7.3996 
p.val......  1.3656e-13 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  708 


Estimate...  -0.30724 
AI SE......  0.12482 
T-stat.....  -2.4615 
p.val......  0.013836 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  22263 


Estimate...  -0.43092 
AI SE......  0.054978 
T-stat.....  -7.8382 
p.val......  4.6629e-15 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.4309245


s: 612 

Estimate...  -0.36390 
AI SE......  0.079374 
T-stat.....  -4.5847 
p.val......  4.5462e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  725 


Estimate...  -0.3829 
AI SE......  0.11583 
T-stat.....  -3.3058 
p.val......  0.00094715 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  641 


Estimate...  -0.28051 
AI SE......  0.070756 
T-stat.....  -3.9644 
p.val......  7.3566e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  724 


Estimate...  -0.16355 
AI SE......  0.15349 
T-stat.....  -1.0656 
p.val......  0.28661 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  17329 


Estimate...  -0.37427 
AI SE......  0.063682 
T-stat.....  -5.8771 
p.val......  4.1743e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3742660


s: 613 

Estimate...  -0.42070 
AI SE......  0.072145 
T-stat.....  -5.8313 
p.val......  5.5009e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  677 


Estimate...  -0.58593 
AI SE......  0.14789 
T-stat.....  -3.9618 
p.val......  7.4386e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  620 


Estimate...  -0.33724 
AI SE......  0.061207 
T-stat.....  -5.5098 
p.val......  3.5919e-08 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  727 


Estimate...  -0.55303 
AI SE......  0.13074 
T-stat.....  -4.2301 
p.val......  2.3362e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  18569 


Estimate...  -0.35258 
AI SE......  0.026661 
T-stat.....  -13.225 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3525817


s: 614 

Estimate...  -0.30258 
AI SE......  0.075507 
T-stat.....  -4.0074 
p.val......  6.1396e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  695 


Estimate...  -0.54595 
AI SE......  0.10433 
T-stat.....  -5.233 
p.val......  1.6679e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  620 


Estimate...  -0.37035 
AI SE......  0.069019 
T-stat.....  -5.3659 
p.val......  8.0563e-08 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  737 


Estimate...  -0.36788 
AI SE......  0.14139 
T-stat.....  -2.6019 
p.val......  0.0092714 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  23365 


Estimate...  -0.42421 
AI SE......  0.040426 
T-stat.....  -10.494 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4242102


s: 615 

Estimate...  -0.47211 
AI SE......  0.070589 
T-stat.....  -6.6881 
p.val......  2.2603e-11 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  698 


Estimate...  -0.53947 
AI SE......  0.10366 
T-stat.....  -5.2043 
p.val......  1.9475e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  641 


Estimate...  -0.34414 
AI SE......  0.066775 
T-stat.....  -5.1538 
p.val......  2.5525e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  733 


Estimate...  -0.22043 
AI SE......  0.25834 
T-stat.....  -0.85329 
p.val......  0.3935 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  11237 


Estimate...  -0.40577 
AI SE......  0.031155 
T-stat.....  -13.024 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4057692


s: 616 

Estimate...  -0.33969 
AI SE......  0.08029 
T-stat.....  -4.2308 
p.val......  2.3286e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  678 


Estimate...  -0.48669 
AI SE......  0.14769 
T-stat.....  -3.2954 
p.val......  0.00098284 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  649 


Estimate...  -0.3025 
AI SE......  0.070832 
T-stat.....  -4.2707 
p.val......  1.9489e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  692 


Estimate...  -0.35934 
AI SE......  0.14826 
T-stat.....  -2.4238 
p.val......  0.015360 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  18777 


Estimate...  -0.35707 
AI SE......  0.057249 
T-stat.....  -6.237 
p.val......  4.4596e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

          [,1]
[1,] -0.357065


s: 617 

Estimate...  -0.45657 
AI SE......  0.077595 
T-stat.....  -5.884 
p.val......  4.0037e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  666 


Estimate...  -0.46441 
AI SE......  0.13146 
T-stat.....  -3.5326 
p.val......  0.00041146 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  609 


Estimate...  -0.33954 
AI SE......  0.069577 
T-stat.....  -4.8801 
p.val......  1.0605e-06 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  681 


Estimate...  -0.47099 
AI SE......  0.16864 
T-stat.....  -2.7929 
p.val......  0.0052231 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  24042 


Estimate...  -0.35120 
AI SE......  0.070361 
T-stat.....  -4.9914 
p.val......  5.9929e-07 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3512043


s: 618 

Estimate...  -0.43156 
AI SE......  0.06971 
T-stat.....  -6.1908 
p.val......  5.9854e-10 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  728 


Estimate...  -0.46310 
AI SE......  0.13353 
T-stat.....  -3.4680 
p.val......  0.00052425 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  668 


Estimate...  -0.35348 
AI SE......  0.063272 
T-stat.....  -5.5868 
p.val......  2.3132e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  723 


Estimate...  -0.64418 
AI SE......  0.20452 
T-stat.....  -3.1497 
p.val......  0.0016343 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  14641 


Estimate...  -0.38863 
AI SE......  0.057935 
T-stat.....  -6.708 
p.val......  1.9738e-11 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3886262


s: 619 

Estimate...  -0.44883 
AI SE......  0.078146 
T-stat.....  -5.7436 
p.val......  9.2706e-09 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  726 


Estimate...  -0.55544 
AI SE......  0.14132 
T-stat.....  -3.9304 
p.val......  8.4808e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  633 


Estimate...  -0.34880 
AI SE......  0.06511 
T-stat.....  -5.357 
p.val......  8.4612e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  733 


Estimate...  -0.44376 
AI SE......  0.16810 
T-stat.....  -2.6400 
p.val......  0.0082916 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  18241 


Estimate...  -0.39932 
AI SE......  0.051966 
T-stat.....  -7.6841 
p.val......  1.5321e-14 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

          [,1]
[1,] -0.399317


s: 620 

Estimate...  -0.4124 
AI SE......  0.080162 
T-stat.....  -5.1446 
p.val......  2.6807e-07 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  718 


Estimate...  -0.4938 
AI SE......  0.12728 
T-stat.....  -3.8795 
p.val......  0.00010467 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  640 


Estimate...  -0.41114 
AI SE......  0.07476 
T-stat.....  -5.4994 
p.val......  3.8104e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  729 


Estimate...  -0.45747 
AI SE......  0.1931 
T-stat.....  -2.3691 
p.val......  0.017832 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  22248 


Estimate...  -0.4899 
AI SE......  0.078064 
T-stat.....  -6.2755 
p.val......  3.4842e-10 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4898952


s: 621 

Estimate...  -0.416 
AI SE......  0.068647 
T-stat.....  -6.06 
p.val......  1.3613e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  722 


Estimate...  -0.4798 
AI SE......  0.11037 
T-stat.....  -4.3471 
p.val......  1.3796e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  651 


Estimate...  -0.34151 
AI SE......  0.065976 
T-stat.....  -5.1762 
p.val......  2.2642e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  722 


Estimate...  -0.41608 
AI SE......  0.15454 
T-stat.....  -2.6923 
p.val......  0.0070966 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  18109 


Estimate...  -0.40707 
AI SE......  0.069195 
T-stat.....  -5.8829 
p.val......  4.0309e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.4070684


s: 622 

Estimate...  -0.3996 
AI SE......  0.073535 
T-stat.....  -5.4341 
p.val......  5.5067e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  683 


Estimate...  -0.40389 
AI SE......  0.11778 
T-stat.....  -3.4292 
p.val......  0.00060533 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  654 


Estimate...  -0.45447 
AI SE......  0.063748 
T-stat.....  -7.1291 
p.val......  1.0101e-12 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  714 


Estimate...  -0.32049 
AI SE......  0.11756 
T-stat.....  -2.7261 
p.val......  0.0064079 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  21278 


Estimate...  -0.37676 
AI SE......  0.026763 
T-stat.....  -14.078 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3767622


s: 623 

Estimate...  -0.37845 
AI SE......  0.076173 
T-stat.....  -4.9683 
p.val......  6.7532e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  680 


Estimate...  -0.45735 
AI SE......  0.10938 
T-stat.....  -4.1813 
p.val......  2.8991e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  648 


Estimate...  -0.41048 
AI SE......  0.068851 
T-stat.....  -5.9618 
p.val......  2.494e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  707 


Estimate...  -0.39764 
AI SE......  0.13665 
T-stat.....  -2.9098 
p.val......  0.0036161 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  20927 


Estimate...  -0.40708 
AI SE......  0.062241 
T-stat.....  -6.5403 
p.val......  6.1397e-11 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4070772


s: 624 

Estimate...  -0.37822 
AI SE......  0.073245 
T-stat.....  -5.1638 
p.val......  2.4201e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  689 


Estimate...  -0.36049 
AI SE......  0.12013 
T-stat.....  -3.0007 
p.val......  0.0026936 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  663 


Estimate...  -0.31668 
AI SE......  0.067742 
T-stat.....  -4.6748 
p.val......  2.9418e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  757 


Estimate...  -0.11896 
AI SE......  0.15701 
T-stat.....  -0.75768 
p.val......  0.44864 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  16111 


Estimate...  -0.37170 
AI SE......  0.059216 
T-stat.....  -6.2769 
p.val......  3.4532e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3716959


s: 625 

Estimate...  -0.31932 
AI SE......  0.071292 
T-stat.....  -4.4791 
p.val......  7.4967e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  654 


Estimate...  -0.52678 
AI SE......  0.12076 
T-stat.....  -4.3624 
p.val......  1.2863e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  606 


Estimate...  -0.41344 
AI SE......  0.066798 
T-stat.....  -6.1895 
p.val......  6.0368e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  675 


Estimate...  -0.12939 
AI SE......  0.13162 
T-stat.....  -0.98311 
p.val......  0.32555 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  20619 


Estimate...  -0.35255 
AI SE......  0.064138 
T-stat.....  -5.4966 
p.val......  3.871e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3525459


s: 626 

Estimate...  -0.422 
AI SE......  0.080324 
T-stat.....  -5.2537 
p.val......  1.4904e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  667 


Estimate...  -0.52631 
AI SE......  0.13757 
T-stat.....  -3.8259 
p.val......  0.00013031 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  659 


Estimate...  -0.35153 
AI SE......  0.071503 
T-stat.....  -4.9162 
p.val......  8.822e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  719 


Estimate...  -0.48333 
AI SE......  0.15636 
T-stat.....  -3.0912 
p.val......  0.0019937 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  18755 


Estimate...  -0.39303 
AI SE......  0.052085 
T-stat.....  -7.5458 
p.val......  4.4853e-14 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

          [,1]
[1,] -0.393026


s: 627 

Estimate...  -0.2684 
AI SE......  0.078717 
T-stat.....  -3.4097 
p.val......  0.0006503 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  697 


Estimate...  -0.31329 
AI SE......  0.13299 
T-stat.....  -2.3558 
p.val......  0.018482 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  614 


Estimate...  -0.35141 
AI SE......  0.066607 
T-stat.....  -5.276 
p.val......  1.3207e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  724 


Estimate...  -0.5395 
AI SE......  0.17445 
T-stat.....  -3.0926 
p.val......  0.0019842 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  15835 


Estimate...  -0.35827 
AI SE......  0.066287 
T-stat.....  -5.4048 
p.val......  6.4865e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3582713


s: 628 

Estimate...  -0.35714 
AI SE......  0.073712 
T-stat.....  -4.8451 
p.val......  1.2655e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  665 


Estimate...  -0.49804 
AI SE......  0.10132 
T-stat.....  -4.9154 
p.val......  8.8605e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  629 


Estimate...  -0.3277 
AI SE......  0.061749 
T-stat.....  -5.3069 
p.val......  1.1148e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  712 


Estimate...  -0.52244 
AI SE......  0.11985 
T-stat.....  -4.359 
p.val......  1.3063e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  25050 


Estimate...  -0.40938 
AI SE......  0.05964 
T-stat.....  -6.8641 
p.val......  6.6913e-12 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.4093762


s: 629 

Estimate...  -0.40334 
AI SE......  0.078014 
T-stat.....  -5.1701 
p.val......  2.3398e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  717 


Estimate...  -0.67505 
AI SE......  0.15753 
T-stat.....  -4.2851 
p.val......  1.8268e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  658 


Estimate...  -0.33543 
AI SE......  0.062851 
T-stat.....  -5.3369 
p.val......  9.4549e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  746 


Estimate...  -0.31786 
AI SE......  0.15740 
T-stat.....  -2.0194 
p.val......  0.043448 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  15118 


Estimate...  -0.32767 
AI SE......  0.061638 
T-stat.....  -5.3159 
p.val......  1.0611e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3276655


s: 630 

Estimate...  -0.33721 
AI SE......  0.071385 
T-stat.....  -4.7239 
p.val......  2.3138e-06 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  687 


Estimate...  -0.36265 
AI SE......  0.12097 
T-stat.....  -2.9978 
p.val......  0.0027196 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  657 


Estimate...  -0.26369 
AI SE......  0.060978 
T-stat.....  -4.3244 
p.val......  1.5297e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  729 


Estimate...  -0.37512 
AI SE......  0.1561 
T-stat.....  -2.4031 
p.val......  0.016257 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  18554 


Estimate...  -0.35271 
AI SE......  0.058874 
T-stat.....  -5.9908 
p.val......  2.0879e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3527058


s: 631 

Estimate...  -0.32703 
AI SE......  0.073275 
T-stat.....  -4.4631 
p.val......  8.0778e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  677 


Estimate...  -0.40223 
AI SE......  0.11773 
T-stat.....  -3.4167 
p.val......  0.00063396 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  633 


Estimate...  -0.3669 
AI SE......  0.06099 
T-stat.....  -6.0158 
p.val......  1.7904e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  744 


Estimate...  -0.54329 
AI SE......  0.23402 
T-stat.....  -2.3216 
p.val......  0.020255 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  16023 


Estimate...  -0.41447 
AI SE......  0.067992 
T-stat.....  -6.0958 
p.val......  1.0886e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4144702


s: 632 

Estimate...  -0.52824 
AI SE......  0.065614 
T-stat.....  -8.0507 
p.val......  8.8818e-16 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  688 


Estimate...  -0.56766 
AI SE......  0.099145 
T-stat.....  -5.7255 
p.val......  1.0311e-08 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  637 


Estimate...  -0.35246 
AI SE......  0.061164 
T-stat.....  -5.7626 
p.val......  8.2809e-09 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  732 


Estimate...  -0.21987 
AI SE......  0.13523 
T-stat.....  -1.6259 
p.val......  0.10397 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  17832 


Estimate...  -0.42751 
AI SE......  0.056488 
T-stat.....  -7.5683 
p.val......  3.7748e-14 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  530 

           [,1]
[1,] -0.4275147


s: 633 

Estimate...  -0.33525 
AI SE......  0.070165 
T-stat.....  -4.778 
p.val......  1.7707e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  731 


Estimate...  -0.47117 
AI SE......  0.12881 
T-stat.....  -3.6579 
p.val......  0.00025429 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  638 


Estimate...  -0.40119 
AI SE......  0.060392 
T-stat.....  -6.643 
p.val......  3.0729e-11 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  714 


Estimate...  -0.44602 
AI SE......  0.19516 
T-stat.....  -2.2854 
p.val......  0.022291 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  16471 


Estimate...  -0.39688 
AI SE......  0.051851 
T-stat.....  -7.6543 
p.val......  1.954e-14 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3968811


s: 634 

Estimate...  -0.37564 
AI SE......  0.070674 
T-stat.....  -5.3151 
p.val......  1.0659e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  673 


Estimate...  -0.49653 
AI SE......  0.10979 
T-stat.....  -4.5224 
p.val......  6.1131e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  649 


Estimate...  -0.43325 
AI SE......  0.061052 
T-stat.....  -7.0964 
p.val......  1.2805e-12 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  716 


Estimate...  -0.60491 
AI SE......  0.15128 
T-stat.....  -3.9987 
p.val......  6.3682e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  20868 


Estimate...  -0.40357 
AI SE......  0.061132 
T-stat.....  -6.6016 
p.val......  4.0687e-11 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4035676


s: 635 

Estimate...  -0.41804 
AI SE......  0.075794 
T-stat.....  -5.5154 
p.val......  3.4790e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  675 


Estimate...  -0.58891 
AI SE......  0.13901 
T-stat.....  -4.2364 
p.val......  2.2715e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  619 


Estimate...  -0.26521 
AI SE......  0.05947 
T-stat.....  -4.4596 
p.val......  8.2114e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  705 


Estimate...  -0.32056 
AI SE......  0.18534 
T-stat.....  -1.7296 
p.val......  0.0837 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  14163 


Estimate...  -0.37680 
AI SE......  0.057872 
T-stat.....  -6.5109 
p.val......  7.4722e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3767961


s: 636 

Estimate...  -0.42643 
AI SE......  0.072475 
T-stat.....  -5.8838 
p.val......  4.0086e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  712 


Estimate...  -0.53427 
AI SE......  0.13682 
T-stat.....  -3.9048 
p.val......  9.4315e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  659 


Estimate...  -0.32978 
AI SE......  0.060043 
T-stat.....  -5.4923 
p.val......  3.9675e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  741 


Estimate...  -0.76499 
AI SE......  0.24928 
T-stat.....  -3.0688 
p.val......  0.0021489 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  16031 


Estimate...  -0.37559 
AI SE......  0.044581 
T-stat.....  -8.4248 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3755907


s: 637 

Estimate...  -0.37581 
AI SE......  0.073444 
T-stat.....  -5.117 
p.val......  3.1046e-07 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  677 


Estimate...  -0.54382 
AI SE......  0.1247 
T-stat.....  -4.361 
p.val......  1.2946e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  635 


Estimate...  -0.43114 
AI SE......  0.06376 
T-stat.....  -6.762 
p.val......  1.3614e-11 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  700 


Estimate...  -0.52866 
AI SE......  0.14163 
T-stat.....  -3.7327 
p.val......  0.00018942 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  25285 


Estimate...  -0.41235 
AI SE......  0.067747 
T-stat.....  -6.0865 
p.val......  1.1539e-09 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4123457


s: 638 

Estimate...  -0.44986 
AI SE......  0.072804 
T-stat.....  -6.179 
p.val......  6.4484e-10 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  723 


Estimate...  -0.56605 
AI SE......  0.14243 
T-stat.....  -3.9742 
p.val......  7.062e-05 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  642 


Estimate...  -0.41882 
AI SE......  0.065013 
T-stat.....  -6.442 
p.val......  1.1788e-10 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  791 


Estimate...  -0.73828 
AI SE......  0.16428 
T-stat.....  -4.4941 
p.val......  6.9854e-06 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  14597 


Estimate...  -0.39341 
AI SE......  0.04981 
T-stat.....  -7.8982 
p.val......  2.8866e-15 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.3934058


s: 639 

Estimate...  -0.38677 
AI SE......  0.076802 
T-stat.....  -5.036 
p.val......  4.7542e-07 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  705 


Estimate...  -0.62138 
AI SE......  0.12081 
T-stat.....  -5.1434 
p.val......  2.6975e-07 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  652 


Estimate...  -0.38775 
AI SE......  0.060951 
T-stat.....  -6.3616 
p.val......  1.9962e-10 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  737 


Estimate...  -0.48649 
AI SE......  0.13503 
T-stat.....  -3.6029 
p.val......  0.00031467 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  20669 


Estimate...  -0.39107 
AI SE......  0.059028 
T-stat.....  -6.6252 
p.val......  3.4666e-11 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.3910736


s: 640 

Estimate...  -0.30459 
AI SE......  0.074877 
T-stat.....  -4.0678 
p.val......  4.745e-05 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  726 


Estimate...  -0.43152 
AI SE......  0.13390 
T-stat.....  -3.2226 
p.val......  0.0012701 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  660 


Estimate...  -0.30061 
AI SE......  0.059148 
T-stat.....  -5.0823 
p.val......  3.7292e-07 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  730 


Estimate...  -0.54544 
AI SE......  0.11540 
T-stat.....  -4.7267 
p.val......  2.2819e-06 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  21126 


Estimate...  -0.40457 
AI SE......  0.059337 
T-stat.....  -6.8181 
p.val......  9.2246e-12 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  546 

          [,1]
[1,] -0.404569


s: 641 

Estimate...  -0.42907 
AI SE......  0.080653 
T-stat.....  -5.3199 
p.val......  1.0383e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  685 


Estimate...  -0.54153 
AI SE......  0.11202 
T-stat.....  -4.8342 
p.val......  1.3370e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  628 


Estimate...  -0.39507 
AI SE......  0.063521 
T-stat.....  -6.2195 
p.val......  4.9872e-10 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  724 


Estimate...  -0.66771 
AI SE......  0.16643 
T-stat.....  -4.0119 
p.val......  6.0226e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  20041 


Estimate...  -0.38732 
AI SE......  0.032876 
T-stat.....  -11.781 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3873185


s: 642 

Estimate...  -0.34118 
AI SE......  0.075412 
T-stat.....  -4.5243 
p.val......  6.0606e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  668 


Estimate...  -0.62835 
AI SE......  0.12685 
T-stat.....  -4.9534 
p.val......  7.2922e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  597 


Estimate...  -0.34710 
AI SE......  0.07473 
T-stat.....  -4.6447 
p.val......  3.4063e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  676 


Estimate...  -0.59548 
AI SE......  0.14528 
T-stat.....  -4.0987 
p.val......  4.1541e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  20315 


Estimate...  -0.37306 
AI SE......  0.039933 
T-stat.....  -9.3421 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3730606


s: 643 

Estimate...  -0.40063 
AI SE......  0.071223 
T-stat.....  -5.625 
p.val......  1.8556e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  672 


Estimate...  -0.58826 
AI SE......  0.10806 
T-stat.....  -5.4436 
p.val......  5.2222e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  607 


Estimate...  -0.4117 
AI SE......  0.062115 
T-stat.....  -6.628 
p.val......  3.4015e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  701 


Estimate...  -0.45978 
AI SE......  0.13666 
T-stat.....  -3.3644 
p.val......  0.00076716 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  20413 


Estimate...  -0.34983 
AI SE......  0.063341 
T-stat.....  -5.5229 
p.val......  3.3344e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3498281


s: 644 

Estimate...  -0.42998 
AI SE......  0.089032 
T-stat.....  -4.8295 
p.val......  1.3689e-06 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  721 


Estimate...  -0.33073 
AI SE......  0.15513 
T-stat.....  -2.1320 
p.val......  0.033010 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  643 


Estimate...  -0.35435 
AI SE......  0.06348 
T-stat.....  -5.582 
p.val......  2.3774e-08 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  721 


Estimate...  -0.44686 
AI SE......  0.11280 
T-stat.....  -3.9615 
p.val......  7.4495e-05 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  22518 


Estimate...  -0.34787 
AI SE......  0.04892 
T-stat.....  -7.111 
p.val......  1.1526e-12 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.3478665


s: 645 

Estimate...  -0.38332 
AI SE......  0.084589 
T-stat.....  -4.5316 
p.val......  5.8531e-06 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  669 


Estimate...  -0.54736 
AI SE......  0.14259 
T-stat.....  -3.8387 
p.val......  0.00012368 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  633 


Estimate...  -0.45007 
AI SE......  0.064832 
T-stat.....  -6.942 
p.val......  3.8642e-12 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  695 


Estimate...  -0.31468 
AI SE......  0.18428 
T-stat.....  -1.7076 
p.val......  0.087702 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  17297 


Estimate...  -0.41175 
AI SE......  0.060235 
T-stat.....  -6.8357 
p.val......  8.1597e-12 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4117476


s: 646 

Estimate...  -0.36658 
AI SE......  0.064863 
T-stat.....  -5.6516 
p.val......  1.5899e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  682 


Estimate...  -0.54723 
AI SE......  0.14102 
T-stat.....  -3.8807 
p.val......  0.00010417 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  626 


Estimate...  -0.40653 
AI SE......  0.060652 
T-stat.....  -6.7025 
p.val......  2.0483e-11 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  699 


Estimate...  -0.24425 
AI SE......  0.18350 
T-stat.....  -1.3311 
p.val......  0.18316 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  18304 


Estimate...  -0.35973 
AI SE......  0.056251 
T-stat.....  -6.395 
p.val......  1.6053e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3597278


s: 647 

Estimate...  -0.4268 
AI SE......  0.073659 
T-stat.....  -5.7943 
p.val......  6.862e-09 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  704 


Estimate...  -0.60523 
AI SE......  0.11471 
T-stat.....  -5.2763 
p.val......  1.3179e-07 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  684 


Estimate...  -0.45653 
AI SE......  0.062546 
T-stat.....  -7.2992 
p.val......  2.8955e-13 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  750 


Estimate...  -0.66714 
AI SE......  0.12088 
T-stat.....  -5.5191 
p.val......  3.407e-08 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  22236 


Estimate...  -0.48012 
AI SE......  0.063448 
T-stat.....  -7.5673 
p.val......  3.8192e-14 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  545 

           [,1]
[1,] -0.4801249


s: 648 

Estimate...  -0.30725 
AI SE......  0.06983 
T-stat.....  -4.4 
p.val......  1.0826e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  641 


Estimate...  -0.46313 
AI SE......  0.13679 
T-stat.....  -3.3858 
p.val......  0.00070973 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  604 


Estimate...  -0.35568 
AI SE......  0.059922 
T-stat.....  -5.9356 
p.val......  2.9276e-09 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  702 


Estimate...  -0.39504 
AI SE......  0.13172 
T-stat.....  -2.999 
p.val......  0.0027087 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  21016 


Estimate...  -0.38419 
AI SE......  0.028861 
T-stat.....  -13.311 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3841865


s: 649 

Estimate...  -0.49972 
AI SE......  0.080491 
T-stat.....  -6.2083 
p.val......  5.3545e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  684 


Estimate...  -0.44756 
AI SE......  0.13577 
T-stat.....  -3.2965 
p.val......  0.00097896 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  670 


Estimate...  -0.36532 
AI SE......  0.066404 
T-stat.....  -5.5014 
p.val......  3.7674e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  722 


Estimate...  -0.36529 
AI SE......  0.16115 
T-stat.....  -2.2668 
p.val......  0.023403 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  21789 


Estimate...  -0.38259 
AI SE......  0.037607 
T-stat.....  -10.174 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3825938


s: 650 

Estimate...  -0.38232 
AI SE......  0.069486 
T-stat.....  -5.5022 
p.val......  3.7514e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  676 


Estimate...  -0.51374 
AI SE......  0.13217 
T-stat.....  -3.887 
p.val......  0.00010149 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  649 


Estimate...  -0.3846 
AI SE......  0.06185 
T-stat.....  -6.2183 
p.val......  5.0258e-10 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  746 


Estimate...  -0.52273 
AI SE......  0.14213 
T-stat.....  -3.6778 
p.val......  0.00023526 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  18935 


Estimate...  -0.39809 
AI SE......  0.049774 
T-stat.....  -7.9978 
p.val......  1.3323e-15 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3980885


s: 651 

Estimate...  -0.29903 
AI SE......  0.10146 
T-stat.....  -2.9474 
p.val......  0.0032046 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  684 


Estimate...  -0.63297 
AI SE......  0.14771 
T-stat.....  -4.2852 
p.val......  1.8260e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  642 


Estimate...  -0.37688 
AI SE......  0.071766 
T-stat.....  -5.2516 
p.val......  1.5080e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  714 


Estimate...  -0.30475 
AI SE......  0.14684 
T-stat.....  -2.0753 
p.val......  0.037954 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  17603 


Estimate...  -0.40290 
AI SE......  0.068364 
T-stat.....  -5.8934 
p.val......  3.7829e-09 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.4028953


s: 652 

Estimate...  -0.33789 
AI SE......  0.07973 
T-stat.....  -4.238 
p.val......  2.2554e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  719 


Estimate...  -0.69364 
AI SE......  0.14422 
T-stat.....  -4.8097 
p.val......  1.5112e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  626 


Estimate...  -0.34472 
AI SE......  0.073418 
T-stat.....  -4.6953 
p.val......  2.6616e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  707 


Estimate...  -0.58357 
AI SE......  0.15784 
T-stat.....  -3.6971 
p.val......  0.00021805 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  17550 


Estimate...  -0.35859 
AI SE......  0.036776 
T-stat.....  -9.7508 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3585947


s: 653 

Estimate...  -0.32522 
AI SE......  0.10440 
T-stat.....  -3.1151 
p.val......  0.001839 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  656 


Estimate...  -0.46567 
AI SE......  0.14400 
T-stat.....  -3.2339 
p.val......  0.0012213 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  611 


Estimate...  -0.35978 
AI SE......  0.071806 
T-stat.....  -5.0105 
p.val......  5.4299e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  677 


Estimate...  -0.4239 
AI SE......  0.2033 
T-stat.....  -2.0851 
p.val......  0.037062 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  18562 


Estimate...  -0.40337 
AI SE......  0.041433 
T-stat.....  -9.7355 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4033675


s: 654 

Estimate...  -0.29632 
AI SE......  0.06846 
T-stat.....  -4.3283 
p.val......  1.5025e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  711 


Estimate...  -0.39872 
AI SE......  0.14157 
T-stat.....  -2.8165 
p.val......  0.0048556 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  640 


Estimate...  -0.37667 
AI SE......  0.064367 
T-stat.....  -5.852 
p.val......  4.8572e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  695 


Estimate...  -0.40933 
AI SE......  0.12865 
T-stat.....  -3.1818 
p.val......  0.0014638 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  24977 


Estimate...  -0.35429 
AI SE......  0.058788 
T-stat.....  -6.0267 
p.val......  1.6734e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3542947


s: 655 

Estimate...  -0.3738 
AI SE......  0.079198 
T-stat.....  -4.7199 
p.val......  2.36e-06 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  688 


Estimate...  -0.35938 
AI SE......  0.15465 
T-stat.....  -2.3239 
p.val......  0.020133 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  636 


Estimate...  -0.29313 
AI SE......  0.074853 
T-stat.....  -3.9161 
p.val......  8.9992e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  697 


Estimate...  -0.35474 
AI SE......  0.15688 
T-stat.....  -2.2611 
p.val......  0.02375 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  19188 


Estimate...  -0.37317 
AI SE......  0.069356 
T-stat.....  -5.3805 
p.val......  7.4295e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3731683


s: 656 

Estimate...  -0.33286 
AI SE......  0.066168 
T-stat.....  -5.0306 
p.val......  4.8903e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  698 


Estimate...  -0.46356 
AI SE......  0.10440 
T-stat.....  -4.4401 
p.val......  8.9931e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  634 


Estimate...  -0.27312 
AI SE......  0.059147 
T-stat.....  -4.6177 
p.val......  3.8806e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  725 


Estimate...  -0.57731 
AI SE......  0.11786 
T-stat.....  -4.8982 
p.val......  9.6698e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  21386 


Estimate...  -0.37735 
AI SE......  0.037506 
T-stat.....  -10.061 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3773506


s: 657 

Estimate...  -0.43402 
AI SE......  0.077426 
T-stat.....  -5.6056 
p.val......  2.0748e-08 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  730 


Estimate...  -0.53244 
AI SE......  0.13376 
T-stat.....  -3.9805 
p.val......  6.8772e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  684 


Estimate...  -0.37927 
AI SE......  0.068756 
T-stat.....  -5.5161 
p.val......  3.4656e-08 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  745 


Estimate...  -0.53549 
AI SE......  0.12667 
T-stat.....  -4.2274 
p.val......  2.3646e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  20443 


Estimate...  -0.42848 
AI SE......  0.062877 
T-stat.....  -6.8147 
p.val......  9.4471e-12 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.4284841


s: 658 

Estimate...  -0.28156 
AI SE......  0.097787 
T-stat.....  -2.8793 
p.val......  0.0039851 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  682 


Estimate...  -0.30229 
AI SE......  0.18609 
T-stat.....  -1.6244 
p.val......  0.10429 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  604 


Estimate...  -0.29017 
AI SE......  0.062031 
T-stat.....  -4.6778 
p.val......  2.8992e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  726 


Estimate...  -0.2808 
AI SE......  0.13835 
T-stat.....  -2.0296 
p.val......  0.042399 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  23672 


Estimate...  -0.34994 
AI SE......  0.057547 
T-stat.....  -6.0808 
p.val......  1.1957e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3499352


s: 659 

Estimate...  -0.39005 
AI SE......  0.068063 
T-stat.....  -5.7307 
p.val......  9.9991e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  697 


Estimate...  -0.41169 
AI SE......  0.12578 
T-stat.....  -3.2732 
p.val......  0.0010632 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  629 


Estimate...  -0.33337 
AI SE......  0.060577 
T-stat.....  -5.5032 
p.val......  3.7289e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  726 


Estimate...  -0.48329 
AI SE......  0.14246 
T-stat.....  -3.3924 
p.val......  0.00069271 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  14898 


Estimate...  -0.39674 
AI SE......  0.057327 
T-stat.....  -6.9206 
p.val......  4.4982e-12 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3967383


s: 660 

Estimate...  -0.38971 
AI SE......  0.074052 
T-stat.....  -5.2627 
p.val......  1.4197e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  744 


Estimate...  -0.39633 
AI SE......  0.1301 
T-stat.....  -3.0464 
p.val......  0.0023162 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  644 


Estimate...  -0.34352 
AI SE......  0.059121 
T-stat.....  -5.8104 
p.val......  6.2316e-09 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  726 


Estimate...  -0.43488 
AI SE......  0.12021 
T-stat.....  -3.6178 
p.val......  0.00029709 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  23192 


Estimate...  -0.39397 
AI SE......  0.049777 
T-stat.....  -7.9147 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3939711


s: 661 

Estimate...  -0.34339 
AI SE......  0.076893 
T-stat.....  -4.4657 
p.val......  7.979e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  668 


Estimate...  -0.47054 
AI SE......  0.11915 
T-stat.....  -3.9492 
p.val......  7.8397e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  600 


Estimate...  -0.33745 
AI SE......  0.064804 
T-stat.....  -5.2072 
p.val......  1.9175e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  684 


Estimate...  -0.54757 
AI SE......  0.15460 
T-stat.....  -3.5418 
p.val......  0.00039738 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  19640 


Estimate...  -0.38221 
AI SE......  0.061239 
T-stat.....  -6.2414 
p.val......  4.3378e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3822118


s: 662 

Estimate...  -0.39114 
AI SE......  0.085484 
T-stat.....  -4.5756 
p.val......  4.7483e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  690 


Estimate...  -0.49536 
AI SE......  0.13937 
T-stat.....  -3.5542 
p.val......  0.0003791 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  613 


Estimate...  -0.38631 
AI SE......  0.069112 
T-stat.....  -5.5896 
p.val......  2.2762e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  719 


Estimate...  -0.42139 
AI SE......  0.15014 
T-stat.....  -2.8066 
p.val......  0.0050064 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  20853 


Estimate...  -0.45473 
AI SE......  0.08841 
T-stat.....  -5.1434 
p.val......  2.6976e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4547329


s: 663 

Estimate...  -0.44869 
AI SE......  0.073603 
T-stat.....  -6.096 
p.val......  1.0875e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  685 


Estimate...  -0.40220 
AI SE......  0.11529 
T-stat.....  -3.4886 
p.val......  0.00048552 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  587 


Estimate...  -0.39057 
AI SE......  0.070036 
T-stat.....  -5.5767 
p.val......  2.4510e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  695 


Estimate...  -0.61305 
AI SE......  0.15024 
T-stat.....  -4.0803 
p.val......  4.4973e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  18928 


Estimate...  -0.41672 
AI SE......  0.06094 
T-stat.....  -6.8382 
p.val......  8.0196e-12 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4167210


s: 664 

Estimate...  -0.4083 
AI SE......  0.072189 
T-stat.....  -5.656 
p.val......  1.5494e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  695 


Estimate...  -0.23707 
AI SE......  0.15406 
T-stat.....  -1.5387 
p.val......  0.12387 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  619 


Estimate...  -0.36137 
AI SE......  0.06402 
T-stat.....  -5.6447 
p.val......  1.6544e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  744 


Estimate...  -0.23055 
AI SE......  0.12503 
T-stat.....  -1.8440 
p.val......  0.065187 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  18980 


Estimate...  -0.42677 
AI SE......  0.073638 
T-stat.....  -5.7955 
p.val......  6.8134e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.4267679


s: 665 

Estimate...  -0.29796 
AI SE......  0.075948 
T-stat.....  -3.9232 
p.val......  8.7365e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  697 


Estimate...  -0.47821 
AI SE......  0.13755 
T-stat.....  -3.4767 
p.val......  0.0005076 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  619 


Estimate...  -0.2617 
AI SE......  0.070158 
T-stat.....  -3.7301 
p.val......  0.00019137 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  735 


Estimate...  -0.37874 
AI SE......  0.17271 
T-stat.....  -2.1929 
p.val......  0.028312 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  16269 


Estimate...  -0.31861 
AI SE......  0.064559 
T-stat.....  -4.9352 
p.val......  8.0085e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3186101


s: 666 

Estimate...  -0.46477 
AI SE......  0.072484 
T-stat.....  -6.412 
p.val......  1.4364e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  714 


Estimate...  -0.43162 
AI SE......  0.10940 
T-stat.....  -3.9455 
p.val......  7.9634e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  650 


Estimate...  -0.41701 
AI SE......  0.065185 
T-stat.....  -6.3974 
p.val......  1.5805e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  686 


Estimate...  -0.32764 
AI SE......  0.12759 
T-stat.....  -2.568 
p.val......  0.010229 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  18194 


Estimate...  -0.36982 
AI SE......  0.062285 
T-stat.....  -5.9376 
p.val......  2.8926e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3698242


s: 667 

Estimate...  -0.34444 
AI SE......  0.077603 
T-stat.....  -4.4385 
p.val......  9.0586e-06 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  713 


Estimate...  -0.47332 
AI SE......  0.12956 
T-stat.....  -3.6534 
p.val......  0.00025876 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  631 


Estimate...  -0.32724 
AI SE......  0.07291 
T-stat.....  -4.4883 
p.val......  7.1786e-06 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  670 


Estimate...  -0.32506 
AI SE......  0.17969 
T-stat.....  -1.8090 
p.val......  0.070448 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  16302 


Estimate...  -0.39442 
AI SE......  0.06756 
T-stat.....  -5.8381 
p.val......  5.2795e-09 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3944227


s: 668 

Estimate...  -0.35630 
AI SE......  0.070188 
T-stat.....  -5.0763 
p.val......  3.8482e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  685 


Estimate...  -0.4353 
AI SE......  0.12272 
T-stat.....  -3.5472 
p.val......  0.0003894 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  631 


Estimate...  -0.30908 
AI SE......  0.06568 
T-stat.....  -4.7058 
p.val......  2.5283e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  726 


Estimate...  -0.6235 
AI SE......  0.22052 
T-stat.....  -2.8274 
p.val......  0.0046932 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  15675 


Estimate...  -0.41137 
AI SE......  0.05779 
T-stat.....  -7.1183 
p.val......  1.0929e-12 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4113661


s: 669 

Estimate...  -0.38479 
AI SE......  0.068006 
T-stat.....  -5.6582 
p.val......  1.5301e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  702 


Estimate...  -0.55251 
AI SE......  0.10755 
T-stat.....  -5.1374 
p.val......  2.7853e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  631 


Estimate...  -0.30092 
AI SE......  0.069629 
T-stat.....  -4.3218 
p.val......  1.5475e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  679 


Estimate...  -0.38903 
AI SE......  0.13768 
T-stat.....  -2.8256 
p.val......  0.0047194 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  21854 


Estimate...  -0.40353 
AI SE......  0.044294 
T-stat.....  -9.1103 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.4035333


s: 670 

Estimate...  -0.39334 
AI SE......  0.083518 
T-stat.....  -4.7097 
p.val......  2.4807e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  688 


Estimate...  -0.48048 
AI SE......  0.13147 
T-stat.....  -3.6546 
p.val......  0.00025758 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  609 


Estimate...  -0.28403 
AI SE......  0.074085 
T-stat.....  -3.8339 
p.val......  0.00012615 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  718 


Estimate...  -0.28357 
AI SE......  0.21301 
T-stat.....  -1.3312 
p.val......  0.18312 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  14500 


Estimate...  -0.41184 
AI SE......  0.057234 
T-stat.....  -7.1958 
p.val......  6.2106e-13 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.4118446


s: 671 

Estimate...  -0.43437 
AI SE......  0.068655 
T-stat.....  -6.3268 
p.val......  2.5029e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  692 


Estimate...  -0.46437 
AI SE......  0.11341 
T-stat.....  -4.0945 
p.val......  4.2314e-05 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  625 


Estimate...  -0.37693 
AI SE......  0.065152 
T-stat.....  -5.7854 
p.val......  7.234e-09 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  733 


Estimate...  -0.69304 
AI SE......  0.14123 
T-stat.....  -4.9071 
p.val......  9.2418e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  19938 


Estimate...  -0.36277 
AI SE......  0.068263 
T-stat.....  -5.3143 
p.val......  1.0709e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3627691


s: 672 

Estimate...  -0.41466 
AI SE......  0.0681 
T-stat.....  -6.089 
p.val......  1.1358e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  676 


Estimate...  -0.49907 
AI SE......  0.12428 
T-stat.....  -4.0156 
p.val......  5.9295e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  600 


Estimate...  -0.42723 
AI SE......  0.068118 
T-stat.....  -6.2719 
p.val......  3.5658e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  709 


Estimate...  -0.21250 
AI SE......  0.14177 
T-stat.....  -1.4989 
p.val......  0.13390 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  17540 


Estimate...  -0.40026 
AI SE......  0.050123 
T-stat.....  -7.9856 
p.val......  1.3323e-15 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4002601


s: 673 

Estimate...  -0.34798 
AI SE......  0.08264 
T-stat.....  -4.2108 
p.val......  2.5449e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  686 


Estimate...  -0.40845 
AI SE......  0.12877 
T-stat.....  -3.1719 
p.val......  0.0015147 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  636 


Estimate...  -0.30757 
AI SE......  0.075424 
T-stat.....  -4.0779 
p.val......  4.5442e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  699 


Estimate...  -0.41887 
AI SE......  0.1763 
T-stat.....  -2.3759 
p.val......  0.017506 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  21734 


Estimate...  -0.38282 
AI SE......  0.053268 
T-stat.....  -7.1867 
p.val......  6.6391e-13 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3828183


s: 674 

Estimate...  -0.32468 
AI SE......  0.07221 
T-stat.....  -4.4963 
p.val......  6.9139e-06 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  717 


Estimate...  -0.18566 
AI SE......  0.15662 
T-stat.....  -1.1854 
p.val......  0.23586 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  690 


Estimate...  -0.30038 
AI SE......  0.068473 
T-stat.....  -4.3868 
p.val......  1.1504e-05 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  755 


Estimate...  -0.45275 
AI SE......  0.14940 
T-stat.....  -3.0305 
p.val......  0.0024412 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  19074 


Estimate...  -0.40386 
AI SE......  0.051801 
T-stat.....  -7.7963 
p.val......  6.4393e-15 

Original number of observations..............  1000 
Original number of treated obs...............  540 
Matched number of observations...............  540 
Matched number of observations  (unweighted).  540 

           [,1]
[1,] -0.4038563


s: 675 

Estimate...  -0.42331 
AI SE......  0.075596 
T-stat.....  -5.5997 
p.val......  2.1471e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  709 


Estimate...  -0.6572 
AI SE......  0.15047 
T-stat.....  -4.3676 
p.val......  1.2562e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  611 


Estimate...  -0.3182 
AI SE......  0.070533 
T-stat.....  -4.5114 
p.val......  6.4403e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  705 


Estimate...  -0.39766 
AI SE......  0.17883 
T-stat.....  -2.2237 
p.val......  0.026172 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  18071 


Estimate...  -0.40791 
AI SE......  0.049297 
T-stat.....  -8.2746 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4079130


s: 676 

Estimate...  -0.50149 
AI SE......  0.074026 
T-stat.....  -6.7745 
p.val......  1.2486e-11 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  683 


Estimate...  -0.57529 
AI SE......  0.12362 
T-stat.....  -4.6535 
p.val......  3.2629e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  659 


Estimate...  -0.31138 
AI SE......  0.06736 
T-stat.....  -4.6226 
p.val......  3.7892e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  750 


Estimate...  -0.30131 
AI SE......  0.14515 
T-stat.....  -2.0759 
p.val......  0.037903 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  19465 


Estimate...  -0.40674 
AI SE......  0.062645 
T-stat.....  -6.4928 
p.val......  8.4235e-11 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.4067419


s: 677 

Estimate...  -0.47617 
AI SE......  0.077063 
T-stat.....  -6.1789 
p.val......  6.4544e-10 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  705 


Estimate...  -0.43383 
AI SE......  0.143 
T-stat.....  -3.0338 
p.val......  0.0024151 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  612 


Estimate...  -0.25372 
AI SE......  0.068005 
T-stat.....  -3.7309 
p.val......  0.0001908 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  693 


Estimate...  -0.31068 
AI SE......  0.15594 
T-stat.....  -1.9923 
p.val......  0.046337 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  15737 


Estimate...  -0.39943 
AI SE......  0.047932 
T-stat.....  -8.3333 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3994337


s: 678 

Estimate...  -0.275 
AI SE......  0.080615 
T-stat.....  -3.4113 
p.val......  0.00064663 

Original number of observations..............  1000 
Original number of treated obs...............  544 
Matched number of observations...............  544 
Matched number of observations  (unweighted).  733 


Estimate...  -0.63843 
AI SE......  0.15195 
T-stat.....  -4.2016 
p.val......  2.6501e-05 

Original number of observations..............  1000 
Original number of treated obs...............  544 
Matched number of observations...............  544 
Matched number of observations  (unweighted).  682 


Estimate...  -0.31936 
AI SE......  0.066101 
T-stat.....  -4.8314 
p.val......  1.3560e-06 

Original number of observations..............  1000 
Original number of treated obs...............  544 
Matched number of observations...............  544 
Matched number of observations  (unweighted).  761 


Estimate...  -0.57213 
AI SE......  0.16784 
T-stat.....  -3.4087 
p.val......  0.00065267 

Original number of observations..............  1000 
Original number of treated obs...............  544 
Matched number of observations...............  544 
Matched number of observations  (unweighted).  17492 


Estimate...  -0.37678 
AI SE......  0.06012 
T-stat.....  -6.2671 
p.val......  3.6775e-10 

Original number of observations..............  1000 
Original number of treated obs...............  544 
Matched number of observations...............  544 
Matched number of observations  (unweighted).  544 

           [,1]
[1,] -0.3767779


s: 679 

Estimate...  -0.33189 
AI SE......  0.082656 
T-stat.....  -4.0154 
p.val......  5.9355e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  695 


Estimate...  -0.74761 
AI SE......  0.17603 
T-stat.....  -4.2472 
p.val......  2.1647e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  623 


Estimate...  -0.39056 
AI SE......  0.074988 
T-stat.....  -5.2083 
p.val......  1.9055e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  710 


Estimate...  -0.23156 
AI SE......  0.18145 
T-stat.....  -1.2761 
p.val......  0.20191 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  16213 


Estimate...  -0.36411 
AI SE......  0.035038 
T-stat.....  -10.392 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3641081


s: 680 

Estimate...  -0.43193 
AI SE......  0.068233 
T-stat.....  -6.3302 
p.val......  2.4483e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  726 


Estimate...  -0.42743 
AI SE......  0.12974 
T-stat.....  -3.2945 
p.val......  0.00098594 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  649 


Estimate...  -0.38045 
AI SE......  0.06321 
T-stat.....  -6.0189 
p.val......  1.7561e-09 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  761 


Estimate...  -0.25545 
AI SE......  0.16543 
T-stat.....  -1.5442 
p.val......  0.12254 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  20394 


Estimate...  -0.38276 
AI SE......  0.035659 
T-stat.....  -10.734 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3827637


s: 681 

Estimate...  -0.33840 
AI SE......  0.077129 
T-stat.....  -4.3875 
p.val......  1.1465e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  697 


Estimate...  -0.26648 
AI SE......  0.13828 
T-stat.....  -1.9271 
p.val......  0.053971 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  622 


Estimate...  -0.31806 
AI SE......  0.06465 
T-stat.....  -4.9197 
p.val......  8.669e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  740 


Estimate...  -0.39226 
AI SE......  0.14348 
T-stat.....  -2.7339 
p.val......  0.0062585 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  18108 


Estimate...  -0.3625 
AI SE......  0.062491 
T-stat.....  -5.8008 
p.val......  6.5981e-09 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3625024


s: 682 

Estimate...  -0.38405 
AI SE......  0.06807 
T-stat.....  -5.6419 
p.val......  1.6814e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  665 


Estimate...  -0.37559 
AI SE......  0.14691 
T-stat.....  -2.5566 
p.val......  0.010569 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  660 


Estimate...  -0.3719 
AI SE......  0.066807 
T-stat.....  -5.5667 
p.val......  2.5955e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  702 


Estimate...  -0.47531 
AI SE......  0.13523 
T-stat.....  -3.5148 
p.val......  0.00044016 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  20100 


Estimate...  -0.34759 
AI SE......  0.052624 
T-stat.....  -6.6052 
p.val......  3.9694e-11 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3475919


s: 683 

Estimate...  -0.38933 
AI SE......  0.076418 
T-stat.....  -5.0948 
p.val......  3.4916e-07 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  699 


Estimate...  -0.39384 
AI SE......  0.17333 
T-stat.....  -2.2722 
p.val......  0.023074 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  670 


Estimate...  -0.31091 
AI SE......  0.070412 
T-stat.....  -4.4156 
p.val......  1.0071e-05 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  730 


Estimate...  -0.42762 
AI SE......  0.16149 
T-stat.....  -2.6480 
p.val......  0.0080963 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  15703 


Estimate...  -0.35065 
AI SE......  0.057759 
T-stat.....  -6.0709 
p.val......  1.2717e-09 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.3506494


s: 684 

Estimate...  -0.35067 
AI SE......  0.074344 
T-stat.....  -4.7169 
p.val......  2.3945e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  706 


Estimate...  -0.54837 
AI SE......  0.16062 
T-stat.....  -3.414 
p.val......  0.00064009 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  621 


Estimate...  -0.33546 
AI SE......  0.066718 
T-stat.....  -5.028 
p.val......  4.9558e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  703 


Estimate...  -0.44645 
AI SE......  0.15538 
T-stat.....  -2.8732 
p.val......  0.0040631 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  16528 


Estimate...  -0.42153 
AI SE......  0.065988 
T-stat.....  -6.3879 
p.val......  1.6821e-10 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.4215254


s: 685 

Estimate...  -0.36241 
AI SE......  0.079162 
T-stat.....  -4.5781 
p.val......  4.6929e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  637 


Estimate...  -0.51167 
AI SE......  0.14325 
T-stat.....  -3.5719 
p.val......  0.00035439 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  599 


Estimate...  -0.30873 
AI SE......  0.07038 
T-stat.....  -4.3867 
p.val......  1.1509e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  676 


Estimate...  -0.48667 
AI SE......  0.17199 
T-stat.....  -2.8296 
p.val......  0.0046601 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  16669 


Estimate...  -0.36253 
AI SE......  0.050295 
T-stat.....  -7.208 
p.val......  5.6777e-13 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3625293


s: 686 

Estimate...  -0.39786 
AI SE......  0.069105 
T-stat.....  -5.7573 
p.val......  8.5452e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  701 


Estimate...  -0.43209 
AI SE......  0.1225 
T-stat.....  -3.5273 
p.val......  0.0004199 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  642 


Estimate...  -0.35825 
AI SE......  0.064282 
T-stat.....  -5.5731 
p.val......  2.502e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  728 


Estimate...  -0.44151 
AI SE......  0.15557 
T-stat.....  -2.8380 
p.val......  0.0045403 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  14592 


Estimate...  -0.41726 
AI SE......  0.059375 
T-stat.....  -7.0275 
p.val......  2.1034e-12 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4172563


s: 687 

Estimate...  -0.36256 
AI SE......  0.07372 
T-stat.....  -4.918 
p.val......  8.7435e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  684 


Estimate...  -0.52017 
AI SE......  0.14059 
T-stat.....  -3.6999 
p.val......  0.00021565 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  588 


Estimate...  -0.32826 
AI SE......  0.064508 
T-stat.....  -5.0886 
p.val......  3.6066e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  719 


Estimate...  -0.4518 
AI SE......  0.13478 
T-stat.....  -3.3522 
p.val......  0.00080162 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  20101 


Estimate...  -0.37529 
AI SE......  0.060779 
T-stat.....  -6.1747 
p.val......  6.6292e-10 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.3752908


s: 688 

Estimate...  -0.43454 
AI SE......  0.079974 
T-stat.....  -5.4335 
p.val......  5.5261e-08 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  713 


Estimate...  -0.56473 
AI SE......  0.14079 
T-stat.....  -4.0112 
p.val......  6.0409e-05 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  661 


Estimate...  -0.38996 
AI SE......  0.069483 
T-stat.....  -5.6123 
p.val......  1.9965e-08 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  741 


Estimate...  -0.50122 
AI SE......  0.14607 
T-stat.....  -3.4313 
p.val......  0.00060064 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  20846 


Estimate...  -0.38594 
AI SE......  0.057722 
T-stat.....  -6.6862 
p.val......  2.2907e-11 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.3859385


s: 689 

Estimate...  -0.40474 
AI SE......  0.09571 
T-stat.....  -4.2288 
p.val......  2.3494e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  678 


Estimate...  -0.56302 
AI SE......  0.13415 
T-stat.....  -4.1970 
p.val......  2.7042e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  628 


Estimate...  -0.36113 
AI SE......  0.070672 
T-stat.....  -5.11 
p.val......  3.2216e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  735 


Estimate...  -0.48347 
AI SE......  0.12534 
T-stat.....  -3.8573 
p.val......  0.00011467 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  22742 


Estimate...  -0.3627 
AI SE......  0.058993 
T-stat.....  -6.1482 
p.val......  7.8361e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3627028


s: 690 

Estimate...  -0.41983 
AI SE......  0.076493 
T-stat.....  -5.4885 
p.val......  4.0538e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  671 


Estimate...  -0.52251 
AI SE......  0.13023 
T-stat.....  -4.0124 
p.val......  6.0117e-05 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  639 


Estimate...  -0.35896 
AI SE......  0.064237 
T-stat.....  -5.5881 
p.val......  2.2962e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  702 


Estimate...  -0.36159 
AI SE......  0.13365 
T-stat.....  -2.7054 
p.val......  0.0068218 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  23050 


Estimate...  -0.38204 
AI SE......  0.076185 
T-stat.....  -5.0147 
p.val......  5.3114e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3820437


s: 691 

Estimate...  -0.38791 
AI SE......  0.067475 
T-stat.....  -5.7489 
p.val......  8.9846e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  674 


Estimate...  -0.61956 
AI SE......  0.11469 
T-stat.....  -5.4019 
p.val......  6.5936e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  619 


Estimate...  -0.382 
AI SE......  0.06362 
T-stat.....  -6.0044 
p.val......  1.9202e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  693 


Estimate...  -0.45506 
AI SE......  0.15377 
T-stat.....  -2.9594 
p.val......  0.0030827 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  20792 


Estimate...  -0.35618 
AI SE......  0.043532 
T-stat.....  -8.1819 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3561762


s: 692 

Estimate...  -0.38715 
AI SE......  0.079648 
T-stat.....  -4.8607 
p.val......  1.1696e-06 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  708 


Estimate...  -0.49712 
AI SE......  0.15188 
T-stat.....  -3.2731 
p.val......  0.0010638 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  662 


Estimate...  -0.45526 
AI SE......  0.075268 
T-stat.....  -6.0485 
p.val......  1.4621e-09 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  750 


Estimate...  -0.39542 
AI SE......  0.14026 
T-stat.....  -2.8191 
p.val......  0.0048152 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  22048 


Estimate...  -0.38372 
AI SE......  0.046296 
T-stat.....  -8.2883 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3837165


s: 693 

Estimate...  -0.4452 
AI SE......  0.073035 
T-stat.....  -6.0957 
p.val......  1.0896e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  686 


Estimate...  -0.42509 
AI SE......  0.14571 
T-stat.....  -2.9174 
p.val......  0.0035292 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  609 


Estimate...  -0.33782 
AI SE......  0.065565 
T-stat.....  -5.1525 
p.val......  2.5704e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  732 


Estimate...  -0.42048 
AI SE......  0.18935 
T-stat.....  -2.2206 
p.val......  0.026377 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  17426 


Estimate...  -0.37864 
AI SE......  0.037734 
T-stat.....  -10.034 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3786432


s: 694 

Estimate...  -0.34332 
AI SE......  0.073347 
T-stat.....  -4.6807 
p.val......  2.8587e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  712 


Estimate...  -0.5355 
AI SE......  0.11161 
T-stat.....  -4.7981 
p.val......  1.6021e-06 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  614 


Estimate...  -0.3777 
AI SE......  0.062993 
T-stat.....  -5.9959 
p.val......  2.0232e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  704 


Estimate...  -0.71937 
AI SE......  0.13558 
T-stat.....  -5.3058 
p.val......  1.1219e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  13710 


Estimate...  -0.38244 
AI SE......  0.049989 
T-stat.....  -7.6503 
p.val......  1.9984e-14 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3824353


s: 695 

Estimate...  -0.37141 
AI SE......  0.073572 
T-stat.....  -5.0482 
p.val......  4.4598e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  685 


Estimate...  -0.32001 
AI SE......  0.12065 
T-stat.....  -2.6523 
p.val......  0.0079934 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  631 


Estimate...  -0.37702 
AI SE......  0.063099 
T-stat.....  -5.9751 
p.val......  2.2991e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  723 


Estimate...  -0.27308 
AI SE......  0.13056 
T-stat.....  -2.0916 
p.val......  0.03647 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  22786 


Estimate...  -0.4021 
AI SE......  0.063998 
T-stat.....  -6.283 
p.val......  3.3198e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

          [,1]
[1,] -0.402103


s: 696 

Estimate...  -0.49604 
AI SE......  0.078465 
T-stat.....  -6.3217 
p.val......  2.5865e-10 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  704 


Estimate...  -0.55434 
AI SE......  0.14570 
T-stat.....  -3.8047 
p.val......  0.00014195 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  675 


Estimate...  -0.37891 
AI SE......  0.065107 
T-stat.....  -5.8198 
p.val......  5.8926e-09 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  728 


Estimate...  -0.34964 
AI SE......  0.15203 
T-stat.....  -2.2998 
p.val......  0.021458 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  22192 


Estimate...  -0.374 
AI SE......  0.043218 
T-stat.....  -8.6537 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.3739975


s: 697 

Estimate...  -0.37416 
AI SE......  0.066526 
T-stat.....  -5.6242 
p.val......  1.8638e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  642 


Estimate...  -0.5205 
AI SE......  0.13949 
T-stat.....  -3.7315 
p.val......  0.00019031 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  632 


Estimate...  -0.38861 
AI SE......  0.065675 
T-stat.....  -5.9172 
p.val......  3.2747e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  757 


Estimate...  -0.0075678 
AI SE......  0.1908 
T-stat.....  -0.039663 
p.val......  0.96836 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  15488 


Estimate...  -0.3671 
AI SE......  0.067522 
T-stat.....  -5.4367 
p.val......  5.4268e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3671001


s: 698 

Estimate...  -0.36753 
AI SE......  0.067644 
T-stat.....  -5.4332 
p.val......  5.5342e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  702 


Estimate...  -0.52164 
AI SE......  0.15297 
T-stat.....  -3.4102 
p.val......  0.00064926 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  609 


Estimate...  -0.40606 
AI SE......  0.061606 
T-stat.....  -6.5913 
p.val......  4.3597e-11 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  692 


Estimate...  -0.49176 
AI SE......  0.14485 
T-stat.....  -3.3951 
p.val......  0.00068605 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  21875 


Estimate...  -0.41033 
AI SE......  0.054147 
T-stat.....  -7.578 
p.val......  3.5083e-14 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.4103292


s: 699 

Estimate...  -0.44415 
AI SE......  0.065072 
T-stat.....  -6.8256 
p.val......  8.7588e-12 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  679 


Estimate...  -0.52717 
AI SE......  0.10074 
T-stat.....  -5.2329 
p.val......  1.6688e-07 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  629 


Estimate...  -0.36357 
AI SE......  0.059373 
T-stat.....  -6.1235 
p.val......  9.1522e-10 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  711 


Estimate...  -0.32284 
AI SE......  0.14462 
T-stat.....  -2.2324 
p.val......  0.025587 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  16113 


Estimate...  -0.40009 
AI SE......  0.047685 
T-stat.....  -8.3902 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.4000897


s: 700 

Estimate...  -0.42209 
AI SE......  0.068478 
T-stat.....  -6.1638 
p.val......  7.102e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  653 


Estimate...  -0.44392 
AI SE......  0.13538 
T-stat.....  -3.2790 
p.val......  0.0010416 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  641 


Estimate...  -0.39219 
AI SE......  0.065407 
T-stat.....  -5.9961 
p.val......  2.0212e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  735 


Estimate...  -0.61913 
AI SE......  0.13828 
T-stat.....  -4.4775 
p.val......  7.5523e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  22538 


Estimate...  -0.40633 
AI SE......  0.069327 
T-stat.....  -5.8611 
p.val......  4.5982e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4063299


s: 701 

Estimate...  -0.45148 
AI SE......  0.078352 
T-stat.....  -5.7622 
p.val......  8.3027e-09 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  681 


Estimate...  -0.50845 
AI SE......  0.12678 
T-stat.....  -4.0105 
p.val......  6.058e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  637 


Estimate...  -0.28503 
AI SE......  0.071757 
T-stat.....  -3.9722 
p.val......  7.1212e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  696 


Estimate...  -0.40445 
AI SE......  0.14847 
T-stat.....  -2.7242 
p.val......  0.0064457 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  17898 


Estimate...  -0.39514 
AI SE......  0.057972 
T-stat.....  -6.816 
p.val......  9.3623e-12 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

          [,1]
[1,] -0.395137


s: 702 

Estimate...  -0.42068 
AI SE......  0.075582 
T-stat.....  -5.5659 
p.val......  2.6077e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  687 


Estimate...  -0.64533 
AI SE......  0.14991 
T-stat.....  -4.3048 
p.val......  1.6713e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  629 


Estimate...  -0.3544 
AI SE......  0.065823 
T-stat.....  -5.3842 
p.val......  7.2782e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  713 


Estimate...  -0.31987 
AI SE......  0.14973 
T-stat.....  -2.1363 
p.val......  0.032655 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  21960 


Estimate...  -0.36194 
AI SE......  0.046183 
T-stat.....  -7.8371 
p.val......  4.6629e-15 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3619391


s: 703 

Estimate...  -0.43959 
AI SE......  0.084168 
T-stat.....  -5.2228 
p.val......  1.7628e-07 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  657 


Estimate...  -0.51271 
AI SE......  0.14915 
T-stat.....  -3.4377 
p.val......  0.00058674 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  593 


Estimate...  -0.42035 
AI SE......  0.071283 
T-stat.....  -5.8969 
p.val......  3.7046e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  680 


Estimate...  -0.41851 
AI SE......  0.18791 
T-stat.....  -2.2272 
p.val......  0.025937 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  18105 


Estimate...  -0.38794 
AI SE......  0.046823 
T-stat.....  -8.2853 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3879444


s: 704 

Estimate...  -0.45473 
AI SE......  0.07259 
T-stat.....  -6.2645 
p.val......  3.7412e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  651 


Estimate...  -0.34875 
AI SE......  0.12124 
T-stat.....  -2.8765 
p.val......  0.0040211 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  640 


Estimate...  -0.36589 
AI SE......  0.073727 
T-stat.....  -4.9628 
p.val......  6.9492e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  727 


Estimate...  -0.36986 
AI SE......  0.15865 
T-stat.....  -2.3312 
p.val......  0.019741 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  21320 


Estimate...  -0.35093 
AI SE......  0.041443 
T-stat.....  -8.4676 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3509251


s: 705 

Estimate...  -0.41108 
AI SE......  0.060157 
T-stat.....  -6.8334 
p.val......  8.2923e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  678 


Estimate...  -0.48443 
AI SE......  0.12354 
T-stat.....  -3.9212 
p.val......  8.8099e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  635 


Estimate...  -0.30559 
AI SE......  0.058756 
T-stat.....  -5.201 
p.val......  1.9824e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  689 


Estimate...  -0.50781 
AI SE......  0.11172 
T-stat.....  -4.5455 
p.val......  5.4799e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  25381 


Estimate...  -0.40804 
AI SE......  0.056568 
T-stat.....  -7.2132 
p.val......  5.4667e-13 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4080379


s: 706 

Estimate...  -0.39168 
AI SE......  0.080603 
T-stat.....  -4.8594 
p.val......  1.1777e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  671 


Estimate...  -0.51073 
AI SE......  0.15774 
T-stat.....  -3.2379 
p.val......  0.0012043 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  641 


Estimate...  -0.35983 
AI SE......  0.065747 
T-stat.....  -5.473 
p.val......  4.4237e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  700 


Estimate...  -0.4883 
AI SE......  0.10538 
T-stat.....  -4.6339 
p.val......  3.5892e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  25021 


Estimate...  -0.37022 
AI SE......  0.043048 
T-stat.....  -8.6001 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3702194


s: 707 

Estimate...  -0.32623 
AI SE......  0.086128 
T-stat.....  -3.7878 
p.val......  0.00015201 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  703 


Estimate...  -0.345 
AI SE......  0.14788 
T-stat.....  -2.3329 
p.val......  0.019652 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  651 


Estimate...  -0.39699 
AI SE......  0.067625 
T-stat.....  -5.8705 
p.val......  4.3458e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  707 


Estimate...  -0.5076 
AI SE......  0.11470 
T-stat.....  -4.4255 
p.val......  9.6215e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  22314 


Estimate...  -0.36191 
AI SE......  0.056278 
T-stat.....  -6.4308 
p.val......  1.2692e-10 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3619115


s: 708 

Estimate...  -0.41014 
AI SE......  0.071821 
T-stat.....  -5.7106 
p.val......  1.1260e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  667 


Estimate...  -0.41570 
AI SE......  0.11242 
T-stat.....  -3.6979 
p.val......  0.00021737 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  679 


Estimate...  -0.36426 
AI SE......  0.064672 
T-stat.....  -5.6325 
p.val......  1.7766e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  763 


Estimate...  -0.55921 
AI SE......  0.13018 
T-stat.....  -4.2955 
p.val......  1.7428e-05 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  18989 


Estimate...  -0.37577 
AI SE......  0.047159 
T-stat.....  -7.968 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3757673


s: 709 

Estimate...  -0.34468 
AI SE......  0.06991 
T-stat.....  -4.9303 
p.val......  8.2087e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  685 


Estimate...  -0.58298 
AI SE......  0.13175 
T-stat.....  -4.425 
p.val......  9.645e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  644 


Estimate...  -0.31157 
AI SE......  0.061534 
T-stat.....  -5.0634 
p.val......  4.1188e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  712 


Estimate...  -0.54914 
AI SE......  0.14492 
T-stat.....  -3.7892 
p.val......  0.00015116 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  21916 


Estimate...  -0.40724 
AI SE......  0.051399 
T-stat.....  -7.9232 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4072403


s: 710 

Estimate...  -0.33493 
AI SE......  0.075331 
T-stat.....  -4.4461 
p.val......  8.7427e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  638 


Estimate...  -0.44537 
AI SE......  0.10869 
T-stat.....  -4.0978 
p.val......  4.1712e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  622 


Estimate...  -0.44525 
AI SE......  0.066936 
T-stat.....  -6.652 
p.val......  2.8924e-11 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  678 


Estimate...  -0.6717 
AI SE......  0.14639 
T-stat.....  -4.5885 
p.val......  4.4638e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  16630 


Estimate...  -0.39692 
AI SE......  0.05469 
T-stat.....  -7.2577 
p.val......  3.9391e-13 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3969187


s: 711 

Estimate...  -0.44237 
AI SE......  0.076758 
T-stat.....  -5.7632 
p.val......  8.2541e-09 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  681 


Estimate...  -0.43305 
AI SE......  0.16252 
T-stat.....  -2.6647 
p.val......  0.0077062 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  645 


Estimate...  -0.43878 
AI SE......  0.066233 
T-stat.....  -6.6248 
p.val......  3.4772e-11 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  697 


Estimate...  -0.48097 
AI SE......  0.13609 
T-stat.....  -3.5343 
p.val......  0.00040889 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  18466 


Estimate...  -0.39499 
AI SE......  0.044851 
T-stat.....  -8.8068 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.3949933


s: 712 

Estimate...  -0.43569 
AI SE......  0.071123 
T-stat.....  -6.1259 
p.val......  9.0184e-10 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  685 


Estimate...  -0.52476 
AI SE......  0.12768 
T-stat.....  -4.1098 
p.val......  3.9596e-05 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  662 


Estimate...  -0.36517 
AI SE......  0.06166 
T-stat.....  -5.9223 
p.val......  3.1739e-09 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  695 


Estimate...  -0.67935 
AI SE......  0.15274 
T-stat.....  -4.4479 
p.val......  8.673e-06 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  18130 


Estimate...  -0.43038 
AI SE......  0.0364 
T-stat.....  -11.823 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.4303775


s: 713 

Estimate...  -0.40112 
AI SE......  0.073738 
T-stat.....  -5.4399 
p.val......  5.3319e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  690 


Estimate...  -0.44736 
AI SE......  0.11815 
T-stat.....  -3.7865 
p.val......  0.00015280 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  640 


Estimate...  -0.32839 
AI SE......  0.067874 
T-stat.....  -4.8382 
p.val......  1.3099e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  704 


Estimate...  -0.39762 
AI SE......  0.14093 
T-stat.....  -2.8214 
p.val......  0.0047809 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  20063 


Estimate...  -0.43563 
AI SE......  0.07165 
T-stat.....  -6.08 
p.val......  1.2023e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4356263


s: 714 

Estimate...  -0.36982 
AI SE......  0.068636 
T-stat.....  -5.3882 
p.val......  7.1156e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  694 


Estimate...  -0.49837 
AI SE......  0.14014 
T-stat.....  -3.5563 
p.val......  0.00037613 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  638 


Estimate...  -0.41244 
AI SE......  0.061805 
T-stat.....  -6.6732 
p.val......  2.5031e-11 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  732 


Estimate...  -0.14109 
AI SE......  0.14394 
T-stat.....  -0.9802 
p.val......  0.32698 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  19949 


Estimate...  -0.40143 
AI SE......  0.036437 
T-stat.....  -11.017 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.4014323


s: 715 

Estimate...  -0.36674 
AI SE......  0.07685 
T-stat.....  -4.7721 
p.val......  1.8227e-06 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  688 


Estimate...  -0.55753 
AI SE......  0.13637 
T-stat.....  -4.0883 
p.val......  4.3458e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  690 


Estimate...  -0.4398 
AI SE......  0.067245 
T-stat.....  -6.5403 
p.val......  6.1403e-11 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  721 


Estimate...  -0.37888 
AI SE......  0.13555 
T-stat.....  -2.7952 
p.val......  0.0051868 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  21255 


Estimate...  -0.36782 
AI SE......  0.060426 
T-stat.....  -6.0872 
p.val......  1.1492e-09 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3678214


s: 716 

Estimate...  -0.36272 
AI SE......  0.087293 
T-stat.....  -4.1552 
p.val......  3.2499e-05 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  700 


Estimate...  -0.43145 
AI SE......  0.12793 
T-stat.....  -3.3724 
p.val......  0.00074513 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  602 


Estimate...  -0.32628 
AI SE......  0.068859 
T-stat.....  -4.7384 
p.val......  2.1537e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  689 


Estimate...  -0.68927 
AI SE......  0.18607 
T-stat.....  -3.7043 
p.val......  0.00021197 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  15484 


Estimate...  -0.40275 
AI SE......  0.045096 
T-stat.....  -8.931 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4027531


s: 717 

Estimate...  -0.36814 
AI SE......  0.07509 
T-stat.....  -4.9026 
p.val......  9.4583e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  678 


Estimate...  -0.43665 
AI SE......  0.12281 
T-stat.....  -3.5555 
p.val......  0.00037727 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  637 


Estimate...  -0.2841 
AI SE......  0.068662 
T-stat.....  -4.1377 
p.val......  3.5083e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  723 


Estimate...  -0.34034 
AI SE......  0.14137 
T-stat.....  -2.4075 
p.val......  0.016062 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  16685 


Estimate...  -0.35342 
AI SE......  0.059447 
T-stat.....  -5.9451 
p.val......  2.7631e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3534168


s: 718 

Estimate...  -0.38651 
AI SE......  0.073093 
T-stat.....  -5.288 
p.val......  1.2369e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  671 


Estimate...  -0.28035 
AI SE......  0.13442 
T-stat.....  -2.0856 
p.val......  0.037016 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  627 


Estimate...  -0.32340 
AI SE......  0.061826 
T-stat.....  -5.2309 
p.val......  1.6871e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  710 


Estimate...  -0.11725 
AI SE......  0.15435 
T-stat.....  -0.75963 
p.val......  0.44748 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  13046 


Estimate...  -0.37967 
AI SE......  0.032421 
T-stat.....  -11.711 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3796728


s: 719 

Estimate...  -0.39959 
AI SE......  0.071589 
T-stat.....  -5.5817 
p.val......  2.3822e-08 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  699 


Estimate...  -0.49902 
AI SE......  0.12035 
T-stat.....  -4.1465 
p.val......  3.3754e-05 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  599 


Estimate...  -0.36306 
AI SE......  0.068851 
T-stat.....  -5.2731 
p.val......  1.3412e-07 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  678 


Estimate...  -0.38112 
AI SE......  0.20394 
T-stat.....  -1.8688 
p.val......  0.061655 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  17034 


Estimate...  -0.43488 
AI SE......  0.058978 
T-stat.....  -7.3735 
p.val......  1.6609e-13 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4348764


s: 720 

Estimate...  -0.40061 
AI SE......  0.07385 
T-stat.....  -5.4246 
p.val......  5.8074e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  650 


Estimate...  -0.36957 
AI SE......  0.12418 
T-stat.....  -2.9759 
p.val......  0.0029209 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  662 


Estimate...  -0.29709 
AI SE......  0.0625 
T-stat.....  -4.7534 
p.val......  1.9999e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  712 


Estimate...  -0.63158 
AI SE......  0.13710 
T-stat.....  -4.6068 
p.val......  4.089e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  21182 


Estimate...  -0.40676 
AI SE......  0.031869 
T-stat.....  -12.763 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4067613


s: 721 

Estimate...  -0.38207 
AI SE......  0.076833 
T-stat.....  -4.9727 
p.val......  6.6014e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  697 


Estimate...  -0.34534 
AI SE......  0.15966 
T-stat.....  -2.1630 
p.val......  0.030538 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  640 


Estimate...  -0.39834 
AI SE......  0.063834 
T-stat.....  -6.2402 
p.val......  4.3688e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  744 


Estimate...  -0.53324 
AI SE......  0.15812 
T-stat.....  -3.3723 
p.val......  0.00074541 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  16882 


Estimate...  -0.38813 
AI SE......  0.045612 
T-stat.....  -8.5094 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3881345


s: 722 

Estimate...  -0.40999 
AI SE......  0.093295 
T-stat.....  -4.3945 
p.val......  1.1103e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  692 


Estimate...  -0.64916 
AI SE......  0.15476 
T-stat.....  -4.1947 
p.val......  2.7328e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  643 


Estimate...  -0.36828 
AI SE......  0.067143 
T-stat.....  -5.485 
p.val......  4.1353e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  732 


Estimate...  -0.52964 
AI SE......  0.10673 
T-stat.....  -4.9625 
p.val......  6.9606e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  25058 


Estimate...  -0.40411 
AI SE......  0.062415 
T-stat.....  -6.4745 
p.val......  9.5108e-11 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.4041059


s: 723 

Estimate...  -0.42018 
AI SE......  0.069228 
T-stat.....  -6.0694 
p.val......  1.2838e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  672 


Estimate...  -0.40422 
AI SE......  0.12470 
T-stat.....  -3.2415 
p.val......  0.0011889 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  643 


Estimate...  -0.38179 
AI SE......  0.066609 
T-stat.....  -5.7318 
p.val......  9.9354e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  718 


Estimate...  -0.48999 
AI SE......  0.11577 
T-stat.....  -4.2326 
p.val......  2.3103e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  22122 


Estimate...  -0.40227 
AI SE......  0.049375 
T-stat.....  -8.1472 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.4022702


s: 724 

Estimate...  -0.32956 
AI SE......  0.07981 
T-stat.....  -4.1293 
p.val......  3.6395e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  688 


Estimate...  -0.37422 
AI SE......  0.11485 
T-stat.....  -3.2582 
p.val......  0.0011212 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  631 


Estimate...  -0.3446 
AI SE......  0.065708 
T-stat.....  -5.2444 
p.val......  1.5677e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  705 


Estimate...  -0.24030 
AI SE......  0.14903 
T-stat.....  -1.6125 
p.val......  0.10685 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  19423 


Estimate...  -0.38106 
AI SE......  0.059042 
T-stat.....  -6.4541 
p.val......  1.0885e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3810648


s: 725 

Estimate...  -0.60279 
AI SE......  0.09514 
T-stat.....  -6.3358 
p.val......  2.3618e-10 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  684 


Estimate...  -0.64532 
AI SE......  0.14916 
T-stat.....  -4.3263 
p.val......  1.5164e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  627 


Estimate...  -0.42604 
AI SE......  0.066916 
T-stat.....  -6.3667 
p.val......  1.9309e-10 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  694 


Estimate...  -0.5664 
AI SE......  0.13447 
T-stat.....  -4.2121 
p.val......  2.5298e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  23630 


Estimate...  -0.41987 
AI SE......  0.054554 
T-stat.....  -7.6963 
p.val......  1.3989e-14 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  511 

          [,1]
[1,] -0.419867


s: 726 

Estimate...  -0.42213 
AI SE......  0.07092 
T-stat.....  -5.9522 
p.val......  2.6462e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  683 


Estimate...  -0.5226 
AI SE......  0.11323 
T-stat.....  -4.6155 
p.val......  3.9223e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  627 


Estimate...  -0.43096 
AI SE......  0.064208 
T-stat.....  -6.712 
p.val......  1.9203e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  687 


Estimate...  -0.23575 
AI SE......  0.14376 
T-stat.....  -1.6399 
p.val......  0.10103 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  21267 


Estimate...  -0.42372 
AI SE......  0.047124 
T-stat.....  -8.9915 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4237159


s: 727 

Estimate...  -0.28629 
AI SE......  0.070382 
T-stat.....  -4.0677 
p.val......  4.7483e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  716 


Estimate...  -0.60681 
AI SE......  0.14455 
T-stat.....  -4.1979 
p.val......  2.6936e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  642 


Estimate...  -0.33846 
AI SE......  0.062217 
T-stat.....  -5.4399 
p.val......  5.3307e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  738 


Estimate...  -0.57741 
AI SE......  0.16468 
T-stat.....  -3.5062 
p.val......  0.00045459 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  16808 


Estimate...  -0.38221 
AI SE......  0.030405 
T-stat.....  -12.571 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3822116


s: 728 

Estimate...  -0.34167 
AI SE......  0.074485 
T-stat.....  -4.5871 
p.val......  4.4944e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  704 


Estimate...  -0.49804 
AI SE......  0.12649 
T-stat.....  -3.9375 
p.val......  8.2352e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  649 


Estimate...  -0.36526 
AI SE......  0.063749 
T-stat.....  -5.7297 
p.val......  1.0061e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  738 


Estimate...  -0.52834 
AI SE......  0.13958 
T-stat.....  -3.7852 
p.val......  0.00015358 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  17802 


Estimate...  -0.40238 
AI SE......  0.042401 
T-stat.....  -9.4898 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4023759


s: 729 

Estimate...  -0.36835 
AI SE......  0.072565 
T-stat.....  -5.0762 
p.val......  3.8516e-07 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  705 


Estimate...  -0.56428 
AI SE......  0.11365 
T-stat.....  -4.965 
p.val......  6.8706e-07 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  630 


Estimate...  -0.44093 
AI SE......  0.068471 
T-stat.....  -6.4396 
p.val......  1.1978e-10 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  697 


Estimate...  -0.64012 
AI SE......  0.17016 
T-stat.....  -3.7618 
p.val......  0.00016868 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  17224 


Estimate...  -0.38606 
AI SE......  0.057804 
T-stat.....  -6.6788 
p.val......  2.4086e-11 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3860612


s: 730 

Estimate...  -0.31895 
AI SE......  0.071182 
T-stat.....  -4.4808 
p.val......  7.4372e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  703 


Estimate...  -0.46081 
AI SE......  0.12549 
T-stat.....  -3.6720 
p.val......  0.00024061 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  621 


Estimate...  -0.23053 
AI SE......  0.05993 
T-stat.....  -3.8466 
p.val......  0.00011976 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  701 


Estimate...  -0.46355 
AI SE......  0.16097 
T-stat.....  -2.8797 
p.val......  0.0039808 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  15795 


Estimate...  -0.34069 
AI SE......  0.053149 
T-stat.....  -6.4102 
p.val......  1.4531e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3406941


s: 731 

Estimate...  -0.42439 
AI SE......  0.071647 
T-stat.....  -5.9234 
p.val......  3.153e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  682 


Estimate...  -0.64038 
AI SE......  0.14425 
T-stat.....  -4.4392 
p.val......  9.0285e-06 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  641 


Estimate...  -0.44115 
AI SE......  0.075052 
T-stat.....  -5.8779 
p.val......  4.1552e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  685 


Estimate...  -0.47121 
AI SE......  0.15986 
T-stat.....  -2.9476 
p.val......  0.0032021 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  18730 


Estimate...  -0.43331 
AI SE......  0.060312 
T-stat.....  -7.1845 
p.val......  6.7457e-13 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4333074


s: 732 

Estimate...  -0.38678 
AI SE......  0.068846 
T-stat.....  -5.618 
p.val......  1.9313e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  689 


Estimate...  -0.48662 
AI SE......  0.12804 
T-stat.....  -3.8006 
p.val......  0.00014437 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  616 


Estimate...  -0.38919 
AI SE......  0.061004 
T-stat.....  -6.3798 
p.val......  1.7736e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  713 


Estimate...  -0.50609 
AI SE......  0.12798 
T-stat.....  -3.9546 
p.val......  7.6678e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18134 


Estimate...  -0.40719 
AI SE......  0.047730 
T-stat.....  -8.5312 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4071892


s: 733 

Estimate...  -0.36787 
AI SE......  0.073654 
T-stat.....  -4.9945 
p.val......  5.8992e-07 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  709 


Estimate...  -0.45488 
AI SE......  0.14564 
T-stat.....  -3.1233 
p.val......  0.0017881 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  664 


Estimate...  -0.33774 
AI SE......  0.064977 
T-stat.....  -5.1979 
p.val......  2.0156e-07 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  718 


Estimate...  -0.42497 
AI SE......  0.12921 
T-stat.....  -3.2889 
p.val......  0.0010058 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  24052 


Estimate...  -0.38332 
AI SE......  0.062064 
T-stat.....  -6.1762 
p.val......  6.567e-10 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3833171


s: 734 

Estimate...  -0.3806 
AI SE......  0.06714 
T-stat.....  -5.6688 
p.val......  1.4383e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  679 


Estimate...  -0.52797 
AI SE......  0.098408 
T-stat.....  -5.3651 
p.val......  8.0904e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  637 


Estimate...  -0.31027 
AI SE......  0.064288 
T-stat.....  -4.8262 
p.val......  1.3915e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  724 


Estimate...  -0.50323 
AI SE......  0.11939 
T-stat.....  -4.2151 
p.val......  2.4967e-05 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  20459 


Estimate...  -0.37190 
AI SE......  0.043227 
T-stat.....  -8.6032 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3718954


s: 735 

Estimate...  -0.37946 
AI SE......  0.073225 
T-stat.....  -5.1821 
p.val......  2.1939e-07 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  703 


Estimate...  -0.51381 
AI SE......  0.11575 
T-stat.....  -4.4389 
p.val......  9.0414e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  623 


Estimate...  -0.36923 
AI SE......  0.064832 
T-stat.....  -5.6952 
p.val......  1.2326e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  727 


Estimate...  -0.45718 
AI SE......  0.11799 
T-stat.....  -3.8748 
p.val......  0.00010669 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  23574 


Estimate...  -0.39261 
AI SE......  0.052788 
T-stat.....  -7.4374 
p.val......  1.0258e-13 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3926093


s: 736 

Estimate...  -0.41088 
AI SE......  0.07366 
T-stat.....  -5.5781 
p.val......  2.4319e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  666 


Estimate...  -0.48569 
AI SE......  0.12321 
T-stat.....  -3.9418 
p.val......  8.0875e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  613 


Estimate...  -0.34016 
AI SE......  0.075324 
T-stat.....  -4.516 
p.val......  6.3027e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  709 


Estimate...  -0.47374 
AI SE......  0.13646 
T-stat.....  -3.4716 
p.val......  0.0005174 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  23012 


Estimate...  -0.36873 
AI SE......  0.051846 
T-stat.....  -7.112 
p.val......  1.1438e-12 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3687307


s: 737 

Estimate...  -0.30182 
AI SE......  0.077973 
T-stat.....  -3.8709 
p.val......  0.00010846 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  716 


Estimate...  -0.62341 
AI SE......  0.15779 
T-stat.....  -3.9509 
p.val......  7.7847e-05 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  630 


Estimate...  -0.34893 
AI SE......  0.071724 
T-stat.....  -4.8648 
p.val......  1.1456e-06 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  689 


Estimate...  -0.52449 
AI SE......  0.14878 
T-stat.....  -3.5252 
p.val......  0.00042311 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  18593 


Estimate...  -0.34168 
AI SE......  0.034242 
T-stat.....  -9.9784 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

          [,1]
[1,] -0.341679


s: 738 

Estimate...  -0.4134 
AI SE......  0.07734 
T-stat.....  -5.3452 
p.val......  9.0305e-08 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  669 


Estimate...  -0.44481 
AI SE......  0.11802 
T-stat.....  -3.7689 
p.val......  0.00016394 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  601 


Estimate...  -0.47858 
AI SE......  0.067942 
T-stat.....  -7.044 
p.val......  1.8681e-12 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  688 


Estimate...  -0.25128 
AI SE......  0.12584 
T-stat.....  -1.9968 
p.val......  0.045851 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  22566 


Estimate...  -0.41272 
AI SE......  0.053981 
T-stat.....  -7.6458 
p.val......  2.0872e-14 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.4127234


s: 739 

Estimate...  -0.45246 
AI SE......  0.071142 
T-stat.....  -6.36 
p.val......  2.0172e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  663 


Estimate...  -0.54096 
AI SE......  0.09471 
T-stat.....  -5.7118 
p.val......  1.1179e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  623 


Estimate...  -0.33411 
AI SE......  0.060884 
T-stat.....  -5.4877 
p.val......  4.0717e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  723 


Estimate...  -0.42531 
AI SE......  0.11527 
T-stat.....  -3.6896 
p.val......  0.00022459 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  23001 


Estimate...  -0.34279 
AI SE......  0.028076 
T-stat.....  -12.209 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3427911


s: 740 

Estimate...  -0.44241 
AI SE......  0.078326 
T-stat.....  -5.6484 
p.val......  1.6199e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  696 


Estimate...  -0.48882 
AI SE......  0.14879 
T-stat.....  -3.2853 
p.val......  0.0010187 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  631 


Estimate...  -0.35906 
AI SE......  0.072434 
T-stat.....  -4.957 
p.val......  7.1584e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  697 


Estimate...  -0.34036 
AI SE......  0.13523 
T-stat.....  -2.5169 
p.val......  0.011839 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  21186 


Estimate...  -0.38652 
AI SE......  0.050933 
T-stat.....  -7.5888 
p.val......  3.2196e-14 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3865198


s: 741 

Estimate...  -0.36573 
AI SE......  0.076877 
T-stat.....  -4.7573 
p.val......  1.9617e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  672 


Estimate...  -0.49922 
AI SE......  0.12811 
T-stat.....  -3.8968 
p.val......  9.7465e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  610 


Estimate...  -0.36832 
AI SE......  0.062979 
T-stat.....  -5.8484 
p.val......  4.9638e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  712 


Estimate...  -0.54115 
AI SE......  0.11415 
T-stat.....  -4.7406 
p.val......  2.1314e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  18611 


Estimate...  -0.41449 
AI SE......  0.070392 
T-stat.....  -5.8883 
p.val......  3.9011e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4144923


s: 742 

Estimate...  -0.30783 
AI SE......  0.075253 
T-stat.....  -4.0906 
p.val......  4.3021e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  669 


Estimate...  -0.25307 
AI SE......  0.14511 
T-stat.....  -1.7439 
p.val......  0.08117 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  648 


Estimate...  -0.443 
AI SE......  0.063718 
T-stat.....  -6.9524 
p.val......  3.5902e-12 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  713 


Estimate...  -0.22017 
AI SE......  0.10740 
T-stat.....  -2.0499 
p.val......  0.040377 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  23587 


Estimate...  -0.37404 
AI SE......  0.045721 
T-stat.....  -8.181 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3740421


s: 743 

Estimate...  -0.3944 
AI SE......  0.075789 
T-stat.....  -5.2039 
p.val......  1.9514e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  699 


Estimate...  -0.53836 
AI SE......  0.15969 
T-stat.....  -3.3712 
p.val......  0.0007485 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  628 


Estimate...  -0.44582 
AI SE......  0.061193 
T-stat.....  -7.2855 
p.val......  3.2063e-13 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  712 


Estimate...  -0.36882 
AI SE......  0.12646 
T-stat.....  -2.9166 
p.val......  0.0035392 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  22246 


Estimate...  -0.41615 
AI SE......  0.042489 
T-stat.....  -9.7945 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4161536


s: 744 

Estimate...  -0.35367 
AI SE......  0.06755 
T-stat.....  -5.2356 
p.val......  1.6442e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  675 


Estimate...  -0.479 
AI SE......  0.13064 
T-stat.....  -3.6667 
p.val......  0.00024575 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  666 


Estimate...  -0.33926 
AI SE......  0.059387 
T-stat.....  -5.7126 
p.val......  1.1125e-08 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  700 


Estimate...  -0.36324 
AI SE......  0.15983 
T-stat.....  -2.2727 
p.val......  0.023046 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  18245 


Estimate...  -0.37224 
AI SE......  0.057063 
T-stat.....  -6.5232 
p.val......  6.8803e-11 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3722374


s: 745 

Estimate...  -0.35069 
AI SE......  0.070785 
T-stat.....  -4.9543 
p.val......  7.2607e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  693 


Estimate...  -0.56848 
AI SE......  0.13994 
T-stat.....  -4.0622 
p.val......  4.8614e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  636 


Estimate...  -0.32502 
AI SE......  0.060726 
T-stat.....  -5.3523 
p.val......  8.6857e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  742 


Estimate...  -0.63216 
AI SE......  0.11592 
T-stat.....  -5.4536 
p.val......  4.9356e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  20763 


Estimate...  -0.41696 
AI SE......  0.057322 
T-stat.....  -7.2739 
p.val......  3.4928e-13 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

          [,1]
[1,] -0.416956


s: 746 

Estimate...  -0.37392 
AI SE......  0.078908 
T-stat.....  -4.7387 
p.val......  2.1513e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  662 


Estimate...  -0.49727 
AI SE......  0.15165 
T-stat.....  -3.279 
p.val......  0.0010417 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  603 


Estimate...  -0.36396 
AI SE......  0.072907 
T-stat.....  -4.9921 
p.val......  5.9715e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  733 


Estimate...  -0.66685 
AI SE......  0.15614 
T-stat.....  -4.2707 
p.val......  1.9485e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  17520 


Estimate...  -0.34199 
AI SE......  0.054451 
T-stat.....  -6.2807 
p.val......  3.3698e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3419927


s: 747 

Estimate...  -0.36354 
AI SE......  0.073202 
T-stat.....  -4.9662 
p.val......  6.8278e-07 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  700 


Estimate...  -0.5491 
AI SE......  0.11726 
T-stat.....  -4.6828 
p.val......  2.8302e-06 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  658 


Estimate...  -0.35554 
AI SE......  0.066807 
T-stat.....  -5.3218 
p.val......  1.0275e-07 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  744 


Estimate...  -0.34842 
AI SE......  0.11419 
T-stat.....  -3.0513 
p.val......  0.0022782 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  23947 


Estimate...  -0.43342 
AI SE......  0.061185 
T-stat.....  -7.0837 
p.val......  1.404e-12 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  535 

           [,1]
[1,] -0.4334169


s: 748 

Estimate...  -0.44010 
AI SE......  0.064394 
T-stat.....  -6.8345 
p.val......  8.2263e-12 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  703 


Estimate...  -0.51022 
AI SE......  0.10852 
T-stat.....  -4.7015 
p.val......  2.5828e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  639 


Estimate...  -0.36295 
AI SE......  0.058228 
T-stat.....  -6.2333 
p.val......  4.5665e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  744 


Estimate...  -0.40291 
AI SE......  0.16172 
T-stat.....  -2.4914 
p.val......  0.012724 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  22069 


Estimate...  -0.39455 
AI SE......  0.036533 
T-stat.....  -10.8 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3945534


s: 749 

Estimate...  -0.43986 
AI SE......  0.076296 
T-stat.....  -5.7652 
p.val......  8.1558e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  725 


Estimate...  -0.53706 
AI SE......  0.13995 
T-stat.....  -3.8375 
p.val......  0.00012431 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  632 


Estimate...  -0.34366 
AI SE......  0.067865 
T-stat.....  -5.0638 
p.val......  4.1102e-07 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  744 


Estimate...  -0.34394 
AI SE......  0.13651 
T-stat.....  -2.5194 
p.val......  0.011754 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  18362 


Estimate...  -0.3888 
AI SE......  0.046904 
T-stat.....  -8.2893 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3887966


s: 750 

Estimate...  -0.44902 
AI SE......  0.064912 
T-stat.....  -6.9174 
p.val......  4.6008e-12 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  701 


Estimate...  -0.7875 
AI SE......  0.15463 
T-stat.....  -5.0926 
p.val......  3.5316e-07 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  629 


Estimate...  -0.38980 
AI SE......  0.065942 
T-stat.....  -5.9112 
p.val......  3.3966e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  723 


Estimate...  -0.41406 
AI SE......  0.17055 
T-stat.....  -2.4279 
p.val......  0.015188 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  19612 


Estimate...  -0.4099 
AI SE......  0.062919 
T-stat.....  -6.5147 
p.val......  7.2825e-11 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4098983


s: 751 

Estimate...  -0.40257 
AI SE......  0.072218 
T-stat.....  -5.5744 
p.val......  2.4845e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  686 


Estimate...  -0.58931 
AI SE......  0.14632 
T-stat.....  -4.0275 
p.val......  5.6383e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  619 


Estimate...  -0.37169 
AI SE......  0.071533 
T-stat.....  -5.196 
p.val......  2.0364e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  739 


Estimate...  -0.60943 
AI SE......  0.23085 
T-stat.....  -2.64 
p.val......  0.0082908 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  13712 


Estimate...  -0.35647 
AI SE......  0.0651 
T-stat.....  -5.4757 
p.val......  4.3572e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3564714


s: 752 

Estimate...  -0.47829 
AI SE......  0.069286 
T-stat.....  -6.9032 
p.val......  5.0839e-12 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  704 


Estimate...  -0.71685 
AI SE......  0.12964 
T-stat.....  -5.5294 
p.val......  3.2133e-08 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  644 


Estimate...  -0.38302 
AI SE......  0.05931 
T-stat.....  -6.4579 
p.val......  1.0618e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  749 


Estimate...  -0.74499 
AI SE......  0.12829 
T-stat.....  -5.807 
p.val......  6.3581e-09 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  20625 


Estimate...  -0.41134 
AI SE......  0.052176 
T-stat.....  -7.8837 
p.val......  3.1086e-15 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

           [,1]
[1,] -0.4113426


s: 753 

Estimate...  -0.35565 
AI SE......  0.085088 
T-stat.....  -4.1798 
p.val......  2.9175e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  648 


Estimate...  -0.44983 
AI SE......  0.13607 
T-stat.....  -3.3057 
p.val......  0.00094723 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  627 


Estimate...  -0.39393 
AI SE......  0.0729 
T-stat.....  -5.4036 
p.val......  6.5301e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  725 


Estimate...  -0.25833 
AI SE......  0.13852 
T-stat.....  -1.8650 
p.val......  0.062186 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  20185 


Estimate...  -0.35439 
AI SE......  0.058133 
T-stat.....  -6.0963 
p.val......  1.0857e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

          [,1]
[1,] -0.354394


s: 754 

Estimate...  -0.35596 
AI SE......  0.08184 
T-stat.....  -4.3495 
p.val......  1.3643e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  675 


Estimate...  -0.40457 
AI SE......  0.1649 
T-stat.....  -2.4534 
p.val......  0.014150 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  630 


Estimate...  -0.34853 
AI SE......  0.065644 
T-stat.....  -5.3093 
p.val......  1.1002e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  725 


Estimate...  -0.56974 
AI SE......  0.16373 
T-stat.....  -3.4798 
p.val......  0.00050185 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  15481 


Estimate...  -0.39201 
AI SE......  0.060771 
T-stat.....  -6.4507 
p.val......  1.1136e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3920122


s: 755 

Estimate...  -0.45214 
AI SE......  0.065057 
T-stat.....  -6.95 
p.val......  3.6537e-12 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  687 


Estimate...  -0.629 
AI SE......  0.12163 
T-stat.....  -5.1716 
p.val......  2.3215e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  627 


Estimate...  -0.29113 
AI SE......  0.05891 
T-stat.....  -4.942 
p.val......  7.7331e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  713 


Estimate...  -0.13075 
AI SE......  0.17385 
T-stat.....  -0.75212 
p.val......  0.45198 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  13584 


Estimate...  -0.36319 
AI SE......  0.03352 
T-stat.....  -10.835 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

         [,1]
[1,] -0.36319


s: 756 

Estimate...  -0.44881 
AI SE......  0.077001 
T-stat.....  -5.8286 
p.val......  5.5892e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  682 


Estimate...  -0.56334 
AI SE......  0.13217 
T-stat.....  -4.2623 
p.val......  2.0236e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  606 


Estimate...  -0.33468 
AI SE......  0.065893 
T-stat.....  -5.0791 
p.val......  3.7921e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  704 


Estimate...  -0.53817 
AI SE......  0.26769 
T-stat.....  -2.0104 
p.val......  0.044389 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  5943 


Estimate...  -0.39331 
AI SE......  0.061634 
T-stat.....  -6.3814 
p.val......  1.7549e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3933112


s: 757 

Estimate...  -0.4967 
AI SE......  0.074741 
T-stat.....  -6.6456 
p.val......  3.0205e-11 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  700 


Estimate...  -0.49204 
AI SE......  0.14769 
T-stat.....  -3.3317 
p.val......  0.00086331 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  630 


Estimate...  -0.4298 
AI SE......  0.066228 
T-stat.....  -6.4896 
p.val......  8.6047e-11 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  676 


Estimate...  -0.33439 
AI SE......  0.13594 
T-stat.....  -2.4598 
p.val......  0.0139 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  22348 


Estimate...  -0.44750 
AI SE......  0.062534 
T-stat.....  -7.1562 
p.val......  8.2956e-13 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4475048


s: 758 

Estimate...  -0.3866 
AI SE......  0.071122 
T-stat.....  -5.4357 
p.val......  5.4588e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  695 


Estimate...  -0.233 
AI SE......  0.21507 
T-stat.....  -1.0834 
p.val......  0.27865 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  647 


Estimate...  -0.36303 
AI SE......  0.062938 
T-stat.....  -5.768 
p.val......  8.0195e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  757 


Estimate...  -0.37839 
AI SE......  0.12945 
T-stat.....  -2.9230 
p.val......  0.0034663 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  23476 


Estimate...  -0.41663 
AI SE......  0.068249 
T-stat.....  -6.1045 
p.val......  1.0311e-09 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.4166274


s: 759 

Estimate...  -0.39287 
AI SE......  0.075093 
T-stat.....  -5.2318 
p.val......  1.6788e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  682 


Estimate...  -0.28798 
AI SE......  0.15238 
T-stat.....  -1.8899 
p.val......  0.058769 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  642 


Estimate...  -0.3657 
AI SE......  0.059888 
T-stat.....  -6.1065 
p.val......  1.0185e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  751 


Estimate...  -0.46614 
AI SE......  0.13167 
T-stat.....  -3.5403 
p.val......  0.00039961 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  21612 


Estimate...  -0.36303 
AI SE......  0.064459 
T-stat.....  -5.632 
p.val......  1.7810e-08 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3630338


s: 760 

Estimate...  -0.42714 
AI SE......  0.068671 
T-stat.....  -6.2201 
p.val......  4.9683e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  686 


Estimate...  -0.58941 
AI SE......  0.12755 
T-stat.....  -4.6209 
p.val......  3.8208e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  633 


Estimate...  -0.24919 
AI SE......  0.065947 
T-stat.....  -3.7786 
p.val......  0.00015773 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  741 


Estimate...  -0.34242 
AI SE......  0.13245 
T-stat.....  -2.5852 
p.val......  0.0097312 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  18815 


Estimate...  -0.39059 
AI SE......  0.062635 
T-stat.....  -6.2359 
p.val......  4.4916e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3905879


s: 761 

Estimate...  -0.45717 
AI SE......  0.075691 
T-stat.....  -6.0399 
p.val......  1.5419e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  701 


Estimate...  -0.58327 
AI SE......  0.15058 
T-stat.....  -3.8735 
p.val......  0.00010730 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  634 


Estimate...  -0.30849 
AI SE......  0.071103 
T-stat.....  -4.3387 
p.val......  1.4333e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  750 


Estimate...  -0.51161 
AI SE......  0.12413 
T-stat.....  -4.1215 
p.val......  3.7634e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  23737 


Estimate...  -0.37294 
AI SE......  0.070048 
T-stat.....  -5.324 
p.val......  1.0149e-07 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3729371


s: 762 

Estimate...  -0.38751 
AI SE......  0.064541 
T-stat.....  -6.0041 
p.val......  1.924e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  663 


Estimate...  -0.58872 
AI SE......  0.09712 
T-stat.....  -6.0619 
p.val......  1.3455e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  641 


Estimate...  -0.35208 
AI SE......  0.059014 
T-stat.....  -5.966 
p.val......  2.4313e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  692 


Estimate...  -0.55492 
AI SE......  0.13474 
T-stat.....  -4.1185 
p.val......  3.8135e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  21013 


Estimate...  -0.35625 
AI SE......  0.063481 
T-stat.....  -5.6119 
p.val......  2.0014e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3562460


s: 763 

Estimate...  -0.48408 
AI SE......  0.077409 
T-stat.....  -6.2535 
p.val......  4.0128e-10 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  684 


Estimate...  -0.52234 
AI SE......  0.12434 
T-stat.....  -4.2008 
p.val......  2.66e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  641 


Estimate...  -0.34739 
AI SE......  0.065951 
T-stat.....  -5.2673 
p.val......  1.3841e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  730 


Estimate...  -0.45718 
AI SE......  0.13676 
T-stat.....  -3.3430 
p.val......  0.0008289 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  19200 


Estimate...  -0.45547 
AI SE......  0.055441 
T-stat.....  -8.2154 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4554704


s: 764 

Estimate...  -0.38843 
AI SE......  0.077006 
T-stat.....  -5.0441 
p.val......  4.5558e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  695 


Estimate...  -0.53096 
AI SE......  0.14958 
T-stat.....  -3.5495 
p.val......  0.0003859 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  681 


Estimate...  -0.31958 
AI SE......  0.071237 
T-stat.....  -4.4862 
p.val......  7.252e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  719 


Estimate...  -0.43544 
AI SE......  0.12876 
T-stat.....  -3.3818 
p.val......  0.00072008 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  22283 


Estimate...  -0.43924 
AI SE......  0.068962 
T-stat.....  -6.3693 
p.val......  1.8991e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

          [,1]
[1,] -0.439239


s: 765 

Estimate...  -0.40787 
AI SE......  0.071944 
T-stat.....  -5.6693 
p.val......  1.4336e-08 

Original number of observations..............  1000 
Original number of treated obs...............  542 
Matched number of observations...............  542 
Matched number of observations  (unweighted).  721 


Estimate...  -0.3995 
AI SE......  0.12073 
T-stat.....  -3.3089 
p.val......  0.00093652 

Original number of observations..............  1000 
Original number of treated obs...............  542 
Matched number of observations...............  542 
Matched number of observations  (unweighted).  655 


Estimate...  -0.30675 
AI SE......  0.068639 
T-stat.....  -4.4691 
p.val......  7.8541e-06 

Original number of observations..............  1000 
Original number of treated obs...............  542 
Matched number of observations...............  542 
Matched number of observations  (unweighted).  769 


Estimate...  -0.2277 
AI SE......  0.15325 
T-stat.....  -1.4859 
p.val......  0.13732 

Original number of observations..............  1000 
Original number of treated obs...............  542 
Matched number of observations...............  542 
Matched number of observations  (unweighted).  17679 


Estimate...  -0.41027 
AI SE......  0.025722 
T-stat.....  -15.951 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  542 
Matched number of observations...............  542 
Matched number of observations  (unweighted).  542 

           [,1]
[1,] -0.4102743


s: 766 

Estimate...  -0.42684 
AI SE......  0.08318 
T-stat.....  -5.1314 
p.val......  2.8752e-07 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  660 


Estimate...  -0.4882 
AI SE......  0.14832 
T-stat.....  -3.2916 
p.val......  0.00099626 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  605 


Estimate...  -0.37461 
AI SE......  0.064682 
T-stat.....  -5.7915 
p.val......  6.9758e-09 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  680 


Estimate...  -0.48358 
AI SE......  0.13711 
T-stat.....  -3.5269 
p.val......  0.00042045 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  19295 


Estimate...  -0.35354 
AI SE......  0.060289 
T-stat.....  -5.8642 
p.val......  4.5136e-09 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3535432


s: 767 

Estimate...  -0.38609 
AI SE......  0.072208 
T-stat.....  -5.3469 
p.val......  8.9453e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  674 


Estimate...  -0.57825 
AI SE......  0.14949 
T-stat.....  -3.8681 
p.val......  0.00010968 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  593 


Estimate...  -0.33544 
AI SE......  0.061061 
T-stat.....  -5.4936 
p.val......  3.9391e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  694 


Estimate...  -0.22180 
AI SE......  0.13472 
T-stat.....  -1.6463 
p.val......  0.0997 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  21266 


Estimate...  -0.42107 
AI SE......  0.052348 
T-stat.....  -8.0438 
p.val......  8.8818e-16 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

          [,1]
[1,] -0.421074


s: 768 

Estimate...  -0.3511 
AI SE......  0.079214 
T-stat.....  -4.4323 
p.val......  9.3231e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  660 


Estimate...  -0.41030 
AI SE......  0.16029 
T-stat.....  -2.5598 
p.val......  0.010473 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  619 


Estimate...  -0.37816 
AI SE......  0.06299 
T-stat.....  -6.0036 
p.val......  1.9302e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  724 


Estimate...  -0.39127 
AI SE......  0.13959 
T-stat.....  -2.8031 
p.val......  0.0050617 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  18728 


Estimate...  -0.45066 
AI SE......  0.070611 
T-stat.....  -6.3823 
p.val......  1.7444e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4506629


s: 769 

Estimate...  -0.36253 
AI SE......  0.073225 
T-stat.....  -4.9509 
p.val......  7.3879e-07 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  708 


Estimate...  -0.53447 
AI SE......  0.13583 
T-stat.....  -3.9347 
p.val......  8.3293e-05 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  685 


Estimate...  -0.4154 
AI SE......  0.05987 
T-stat.....  -6.9385 
p.val......  3.9633e-12 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  718 


Estimate...  -0.36042 
AI SE......  0.11809 
T-stat.....  -3.0521 
p.val......  0.0022723 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  22312 


Estimate...  -0.36608 
AI SE......  0.057793 
T-stat.....  -6.3344 
p.val......  2.3833e-10 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.3660849


s: 770 

Estimate...  -0.31513 
AI SE......  0.082896 
T-stat.....  -3.8015 
p.val......  0.00014381 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  697 


Estimate...  -0.51963 
AI SE......  0.13449 
T-stat.....  -3.8638 
p.val......  0.00011165 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  644 


Estimate...  -0.37564 
AI SE......  0.072832 
T-stat.....  -5.1577 
p.val......  2.5006e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  716 


Estimate...  -0.31807 
AI SE......  0.15098 
T-stat.....  -2.1066 
p.val......  0.035150 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  19777 


Estimate...  -0.36045 
AI SE......  0.059084 
T-stat.....  -6.1006 
p.val......  1.0567e-09 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3604471


s: 771 

Estimate...  -0.42284 
AI SE......  0.064216 
T-stat.....  -6.5847 
p.val......  4.5586e-11 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  686 


Estimate...  -0.41743 
AI SE......  0.11982 
T-stat.....  -3.4837 
p.val......  0.0004945 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  643 


Estimate...  -0.37718 
AI SE......  0.0635 
T-stat.....  -5.9399 
p.val......  2.8521e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  702 


Estimate...  -0.61503 
AI SE......  0.12555 
T-stat.....  -4.8987 
p.val......  9.6497e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  18833 


Estimate...  -0.38597 
AI SE......  0.061482 
T-stat.....  -6.2778 
p.val......  3.4333e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3859708


s: 772 

Estimate...  -0.36536 
AI SE......  0.082138 
T-stat.....  -4.4481 
p.val......  8.6636e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  663 


Estimate...  -0.33782 
AI SE......  0.17095 
T-stat.....  -1.9762 
p.val......  0.048134 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  605 


Estimate...  -0.44913 
AI SE......  0.06549 
T-stat.....  -6.8579 
p.val......  6.9877e-12 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  662 


Estimate...  -0.42735 
AI SE......  0.14989 
T-stat.....  -2.8511 
p.val......  0.0043565 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  21243 


Estimate...  -0.39263 
AI SE......  0.034519 
T-stat.....  -11.374 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3926337


s: 773 

Estimate...  -0.50561 
AI SE......  0.081504 
T-stat.....  -6.2035 
p.val......  5.5219e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  693 


Estimate...  -0.48283 
AI SE......  0.12075 
T-stat.....  -3.9985 
p.val......  6.3744e-05 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  631 


Estimate...  -0.49486 
AI SE......  0.070359 
T-stat.....  -7.0333 
p.val......  2.0175e-12 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  691 


Estimate...  -0.17553 
AI SE......  0.13961 
T-stat.....  -1.2573 
p.val......  0.20865 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  22906 


Estimate...  -0.37290 
AI SE......  0.054536 
T-stat.....  -6.8375 
p.val......  8.0562e-12 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3728954


s: 774 

Estimate...  -0.34795 
AI SE......  0.068727 
T-stat.....  -5.0629 
p.val......  4.1301e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  669 


Estimate...  -0.48096 
AI SE......  0.10938 
T-stat.....  -4.3972 
p.val......  1.0968e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  643 


Estimate...  -0.29561 
AI SE......  0.061587 
T-stat.....  -4.7998 
p.val......  1.5883e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  698 


Estimate...  -0.35071 
AI SE......  0.13744 
T-stat.....  -2.5517 
p.val......  0.010718 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  21404 


Estimate...  -0.38012 
AI SE......  0.049114 
T-stat.....  -7.7396 
p.val......  9.992e-15 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3801222


s: 775 

Estimate...  -0.33406 
AI SE......  0.065883 
T-stat.....  -5.0705 
p.val......  3.968e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  713 


Estimate...  -0.61767 
AI SE......  0.13669 
T-stat.....  -4.5188 
p.val......  6.22e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  632 


Estimate...  -0.36195 
AI SE......  0.060227 
T-stat.....  -6.0098 
p.val......  1.8571e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  717 


Estimate...  -0.47122 
AI SE......  0.14538 
T-stat.....  -3.2412 
p.val......  0.0011901 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  18571 


Estimate...  -0.38035 
AI SE......  0.030930 
T-stat.....  -12.297 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3803545


s: 776 

Estimate...  -0.39162 
AI SE......  0.067697 
T-stat.....  -5.7849 
p.val......  7.2576e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  701 


Estimate...  -0.4761 
AI SE......  0.11003 
T-stat.....  -4.3271 
p.val......  1.5108e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  664 


Estimate...  -0.36016 
AI SE......  0.057792 
T-stat.....  -6.232 
p.val......  4.6047e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  742 


Estimate...  -0.50793 
AI SE......  0.22641 
T-stat.....  -2.2434 
p.val......  0.024872 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  16996 


Estimate...  -0.39846 
AI SE......  0.068875 
T-stat.....  -5.7852 
p.val......  7.2441e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3984551


s: 777 

Estimate...  -0.42093 
AI SE......  0.080374 
T-stat.....  -5.2371 
p.val......  1.6312e-07 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  673 


Estimate...  -0.40922 
AI SE......  0.11842 
T-stat.....  -3.4557 
p.val......  0.00054877 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  625 


Estimate...  -0.45677 
AI SE......  0.066865 
T-stat.....  -6.8312 
p.val......  8.42e-12 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  711 


Estimate...  -0.38876 
AI SE......  0.17431 
T-stat.....  -2.2303 
p.val......  0.025725 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  20013 


Estimate...  -0.41661 
AI SE......  0.054552 
T-stat.....  -7.6369 
p.val......  2.2204e-14 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.4166103


s: 778 

Estimate...  -0.40134 
AI SE......  0.063647 
T-stat.....  -6.3058 
p.val......  2.868e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  695 


Estimate...  -0.80872 
AI SE......  0.14623 
T-stat.....  -5.5303 
p.val......  3.1967e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  597 


Estimate...  -0.41489 
AI SE......  0.062361 
T-stat.....  -6.653 
p.val......  2.8711e-11 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  715 


Estimate...  -0.58953 
AI SE......  0.19178 
T-stat.....  -3.0741 
p.val......  0.0021116 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  15432 


Estimate...  -0.42722 
AI SE......  0.039869 
T-stat.....  -10.716 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.4272204


s: 779 

Estimate...  -0.45718 
AI SE......  0.071716 
T-stat.....  -6.3748 
p.val......  1.8321e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  687 


Estimate...  -0.71339 
AI SE......  0.11386 
T-stat.....  -6.2653 
p.val......  3.7220e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  633 


Estimate...  -0.35829 
AI SE......  0.0585 
T-stat.....  -6.1246 
p.val......  9.0907e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  743 


Estimate...  -0.35802 
AI SE......  0.14609 
T-stat.....  -2.4506 
p.val......  0.014261 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  15334 


Estimate...  -0.40595 
AI SE......  0.041568 
T-stat.....  -9.766 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.4059463


s: 780 

Estimate...  -0.46816 
AI SE......  0.069955 
T-stat.....  -6.6923 
p.val......  2.1964e-11 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  720 


Estimate...  -0.4363 
AI SE......  0.14440 
T-stat.....  -3.0215 
p.val......  0.0025153 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  628 


Estimate...  -0.33815 
AI SE......  0.070987 
T-stat.....  -4.7635 
p.val......  1.9026e-06 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  756 


Estimate...  -0.42056 
AI SE......  0.19208 
T-stat.....  -2.1895 
p.val......  0.028563 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  13956 


Estimate...  -0.40982 
AI SE......  0.05205 
T-stat.....  -7.8735 
p.val......  3.5527e-15 

Original number of observations..............  1000 
Original number of treated obs...............  535 
Matched number of observations...............  535 
Matched number of observations  (unweighted).  535 

           [,1]
[1,] -0.4098161


s: 781 

Estimate...  -0.47699 
AI SE......  0.068991 
T-stat.....  -6.9137 
p.val......  4.7209e-12 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  665 


Estimate...  -0.6285 
AI SE......  0.15861 
T-stat.....  -3.9626 
p.val......  7.4124e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  620 


Estimate...  -0.52792 
AI SE......  0.063402 
T-stat.....  -8.3266 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  691 


Estimate...  -0.27374 
AI SE......  0.16518 
T-stat.....  -1.6572 
p.val......  0.09747 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  15950 


Estimate...  -0.39081 
AI SE......  0.069315 
T-stat.....  -5.6382 
p.val......  1.7183e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

         [,1]
[1,] -0.39081


s: 782 

Estimate...  -0.39761 
AI SE......  0.074949 
T-stat.....  -5.305 
p.val......  1.1265e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  703 


Estimate...  -0.66493 
AI SE......  0.13186 
T-stat.....  -5.0428 
p.val......  4.5867e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  660 


Estimate...  -0.35072 
AI SE......  0.070787 
T-stat.....  -4.9545 
p.val......  7.2507e-07 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  736 


Estimate...  -0.52188 
AI SE......  0.14429 
T-stat.....  -3.6168 
p.val......  0.00029825 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  19375 


Estimate...  -0.3748 
AI SE......  0.054472 
T-stat.....  -6.8806 
p.val......  5.9581e-12 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.3748023


s: 783 

Estimate...  -0.33927 
AI SE......  0.079987 
T-stat.....  -4.2416 
p.val......  2.2196e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  702 


Estimate...  -0.52212 
AI SE......  0.13682 
T-stat.....  -3.8161 
p.val......  0.00013556 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  626 


Estimate...  -0.46363 
AI SE......  0.071167 
T-stat.....  -6.5147 
p.val......  7.2827e-11 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  716 


Estimate...  -0.37185 
AI SE......  0.13625 
T-stat.....  -2.7291 
p.val......  0.006351 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  16709 


Estimate...  -0.42881 
AI SE......  0.067672 
T-stat.....  -6.3366 
p.val......  2.3496e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4288054


s: 784 

Estimate...  -0.39245 
AI SE......  0.075971 
T-stat.....  -5.1657 
p.val......  2.395e-07 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  706 


Estimate...  -0.4722 
AI SE......  0.13519 
T-stat.....  -3.4929 
p.val......  0.00047776 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  646 


Estimate...  -0.34604 
AI SE......  0.062083 
T-stat.....  -5.5738 
p.val......  2.4923e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  715 


Estimate...  -0.45861 
AI SE......  0.12524 
T-stat.....  -3.6618 
p.val......  0.00025040 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  23324 


Estimate...  -0.41167 
AI SE......  0.062835 
T-stat.....  -6.5516 
p.val......  5.6914e-11 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.4116702


s: 785 

Estimate...  -0.40968 
AI SE......  0.078182 
T-stat.....  -5.24 
p.val......  1.6058e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  689 


Estimate...  -0.34266 
AI SE......  0.15502 
T-stat.....  -2.2104 
p.val......  0.02708 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  631 


Estimate...  -0.37456 
AI SE......  0.060967 
T-stat.....  -6.1437 
p.val......  8.062e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  716 


Estimate...  -0.29378 
AI SE......  0.13103 
T-stat.....  -2.242 
p.val......  0.024961 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  21589 


Estimate...  -0.41451 
AI SE......  0.065986 
T-stat.....  -6.2818 
p.val......  3.3464e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4145109


s: 786 

Estimate...  -0.41858 
AI SE......  0.07981 
T-stat.....  -5.2446 
p.val......  1.5662e-07 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  666 


Estimate...  -0.61439 
AI SE......  0.14913 
T-stat.....  -4.12 
p.val......  3.7893e-05 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  618 


Estimate...  -0.40157 
AI SE......  0.074228 
T-stat.....  -5.4099 
p.val......  6.305e-08 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  692 


Estimate...  -0.57763 
AI SE......  0.13587 
T-stat.....  -4.2513 
p.val......  2.1252e-05 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  24348 


Estimate...  -0.4098 
AI SE......  0.06772 
T-stat.....  -6.0514 
p.val......  1.4360e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.4098041


s: 787 

Estimate...  -0.44377 
AI SE......  0.080405 
T-stat.....  -5.5192 
p.val......  3.4063e-08 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  723 


Estimate...  -0.59645 
AI SE......  0.14108 
T-stat.....  -4.2278 
p.val......  2.3594e-05 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  653 


Estimate...  -0.45833 
AI SE......  0.068844 
T-stat.....  -6.6575 
p.val......  2.7852e-11 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  761 


Estimate...  -0.54021 
AI SE......  0.13578 
T-stat.....  -3.9785 
p.val......  6.9352e-05 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  21414 


Estimate...  -0.38781 
AI SE......  0.054811 
T-stat.....  -7.0754 
p.val......  1.4901e-12 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  543 

           [,1]
[1,] -0.3878124


s: 788 

Estimate...  -0.46241 
AI SE......  0.08055 
T-stat.....  -5.7406 
p.val......  9.4352e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  683 


Estimate...  -0.7838 
AI SE......  0.14987 
T-stat.....  -5.2299 
p.val......  1.6957e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  636 


Estimate...  -0.41855 
AI SE......  0.062076 
T-stat.....  -6.7425 
p.val......  1.5573e-11 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  711 


Estimate...  -0.30083 
AI SE......  0.15826 
T-stat.....  -1.9009 
p.val......  0.057321 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  19245 


Estimate...  -0.42236 
AI SE......  0.05671 
T-stat.....  -7.4477 
p.val......  9.5035e-14 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4223629


s: 789 

Estimate...  -0.30643 
AI SE......  0.068892 
T-stat.....  -4.4479 
p.val......  8.6696e-06 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  650 


Estimate...  -0.53436 
AI SE......  0.10687 
T-stat.....  -5.0002 
p.val......  5.7267e-07 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  604 


Estimate...  -0.25106 
AI SE......  0.064083 
T-stat.....  -3.9176 
p.val......  8.9422e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  723 


Estimate...  -0.39195 
AI SE......  0.14113 
T-stat.....  -2.7773 
p.val......  0.0054819 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  19395 


Estimate...  -0.41305 
AI SE......  0.04667 
T-stat.....  -8.8505 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.4130516


s: 790 

Estimate...  -0.44821 
AI SE......  0.066902 
T-stat.....  -6.6994 
p.val......  2.0922e-11 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  666 


Estimate...  -0.53659 
AI SE......  0.14162 
T-stat.....  -3.7890 
p.val......  0.00015123 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  631 


Estimate...  -0.42444 
AI SE......  0.059964 
T-stat.....  -7.0783 
p.val......  1.4591e-12 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  706 


Estimate...  -0.64515 
AI SE......  0.18613 
T-stat.....  -3.4661 
p.val......  0.00052809 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  13774 


Estimate...  -0.41576 
AI SE......  0.048838 
T-stat.....  -8.513 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4157559


s: 791 

Estimate...  -0.36428 
AI SE......  0.083217 
T-stat.....  -4.3775 
p.val......  1.2003e-05 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  681 


Estimate...  -0.44338 
AI SE......  0.12773 
T-stat.....  -3.4713 
p.val......  0.00051794 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  607 


Estimate...  -0.39605 
AI SE......  0.06503 
T-stat.....  -6.0902 
p.val......  1.1275e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  697 


Estimate...  -0.47541 
AI SE......  0.13586 
T-stat.....  -3.4992 
p.val......  0.00046659 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  25688 


Estimate...  -0.38928 
AI SE......  0.057334 
T-stat.....  -6.7897 
p.val......  1.1235e-11 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

          [,1]
[1,] -0.389281


s: 792 

Estimate...  -0.49753 
AI SE......  0.073458 
T-stat.....  -6.773 
p.val......  1.2619e-11 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  703 


Estimate...  -0.52273 
AI SE......  0.11844 
T-stat.....  -4.4135 
p.val......  1.0173e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  617 


Estimate...  -0.4374 
AI SE......  0.074023 
T-stat.....  -5.909 
p.val......  3.4417e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  691 


Estimate...  -0.55736 
AI SE......  0.13664 
T-stat.....  -4.0791 
p.val......  4.5213e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  18110 


Estimate...  -0.40434 
AI SE......  0.032325 
T-stat.....  -12.508 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4043398


s: 793 

Estimate...  -0.40307 
AI SE......  0.069384 
T-stat.....  -5.8093 
p.val......  6.2724e-09 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  687 


Estimate...  -0.55377 
AI SE......  0.12909 
T-stat.....  -4.2896 
p.val......  1.7897e-05 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  648 


Estimate...  -0.3568 
AI SE......  0.0603 
T-stat.....  -5.917 
p.val......  3.2782e-09 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  746 


Estimate...  -0.34213 
AI SE......  0.15429 
T-stat.....  -2.2175 
p.val......  0.026591 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  17143 


Estimate...  -0.41459 
AI SE......  0.062585 
T-stat.....  -6.6244 
p.val......  3.4868e-11 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.4145871


s: 794 

Estimate...  -0.35279 
AI SE......  0.079363 
T-stat.....  -4.4453 
p.val......  8.7764e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  662 


Estimate...  -0.49269 
AI SE......  0.10731 
T-stat.....  -4.5913 
p.val......  4.4056e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  631 


Estimate...  -0.38646 
AI SE......  0.065082 
T-stat.....  -5.9381 
p.val......  2.8828e-09 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  764 


Estimate...  -0.58473 
AI SE......  0.11838 
T-stat.....  -4.9393 
p.val......  7.8409e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  22921 


Estimate...  -0.43305 
AI SE......  0.061317 
T-stat.....  -7.0626 
p.val......  1.6345e-12 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.4330532


s: 795 

Estimate...  -0.31837 
AI SE......  0.073566 
T-stat.....  -4.3276 
p.val......  1.5073e-05 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  684 


Estimate...  -0.35406 
AI SE......  0.17084 
T-stat.....  -2.0725 
p.val......  0.03822 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  623 


Estimate...  -0.29267 
AI SE......  0.07876 
T-stat.....  -3.7159 
p.val......  0.00020247 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  689 


Estimate...  -0.37209 
AI SE......  0.19109 
T-stat.....  -1.9472 
p.val......  0.051516 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  14722 


Estimate...  -0.35349 
AI SE......  0.067741 
T-stat.....  -5.2183 
p.val......  1.8057e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3534925


s: 796 

Estimate...  -0.30078 
AI SE......  0.075309 
T-stat.....  -3.994 
p.val......  6.4977e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  652 


Estimate...  -0.41989 
AI SE......  0.12495 
T-stat.....  -3.3604 
p.val......  0.00077822 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  595 


Estimate...  -0.36314 
AI SE......  0.063883 
T-stat.....  -5.6845 
p.val......  1.3121e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  670 


Estimate...  -0.37485 
AI SE......  0.15413 
T-stat.....  -2.4320 
p.val......  0.015014 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  20965 


Estimate...  -0.42849 
AI SE......  0.059368 
T-stat.....  -7.2176 
p.val......  5.2935e-13 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4284905


s: 797 

Estimate...  -0.4645 
AI SE......  0.074432 
T-stat.....  -6.2405 
p.val......  4.3604e-10 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  722 


Estimate...  -0.48609 
AI SE......  0.16231 
T-stat.....  -2.9949 
p.val......  0.0027457 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  656 


Estimate...  -0.46119 
AI SE......  0.069663 
T-stat.....  -6.6203 
p.val......  3.5854e-11 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  758 


Estimate...  -0.39566 
AI SE......  0.13533 
T-stat.....  -2.9236 
p.val......  0.0034602 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  21460 


Estimate...  -0.40148 
AI SE......  0.026005 
T-stat.....  -15.438 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  545 
Matched number of observations...............  545 
Matched number of observations  (unweighted).  545 

           [,1]
[1,] -0.4014798


s: 798 

Estimate...  -0.38618 
AI SE......  0.065717 
T-stat.....  -5.8764 
p.val......  4.1927e-09 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  737 


Estimate...  -0.33482 
AI SE......  0.15599 
T-stat.....  -2.1465 
p.val......  0.031836 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  676 


Estimate...  -0.33428 
AI SE......  0.0585 
T-stat.....  -5.7141 
p.val......  1.1027e-08 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  743 


Estimate...  -0.61475 
AI SE......  0.11749 
T-stat.....  -5.2324 
p.val......  1.6737e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  25052 


Estimate...  -0.37472 
AI SE......  0.03522 
T-stat.....  -10.639 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.3747243


s: 799 

Estimate...  -0.37671 
AI SE......  0.06588 
T-stat.....  -5.718 
p.val......  1.0777e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  702 


Estimate...  -0.47303 
AI SE......  0.10342 
T-stat.....  -4.5737 
p.val......  4.7918e-06 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  667 


Estimate...  -0.3411 
AI SE......  0.05767 
T-stat.....  -5.9147 
p.val......  3.3252e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  763 


Estimate...  -0.36904 
AI SE......  0.11550 
T-stat.....  -3.1951 
p.val......  0.0013978 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  26599 


Estimate...  -0.38648 
AI SE......  0.047004 
T-stat.....  -8.2223 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3864809


s: 800 

Estimate...  -0.42424 
AI SE......  0.069412 
T-stat.....  -6.112 
p.val......  9.8389e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  683 


Estimate...  -0.46153 
AI SE......  0.12503 
T-stat.....  -3.6914 
p.val......  0.00022301 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  632 


Estimate...  -0.34553 
AI SE......  0.063284 
T-stat.....  -5.4599 
p.val......  4.7642e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  715 


Estimate...  -0.29160 
AI SE......  0.1425 
T-stat.....  -2.0464 
p.val......  0.040721 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  25696 


Estimate...  -0.38958 
AI SE......  0.041687 
T-stat.....  -9.3454 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3895828


s: 801 

Estimate...  -0.44121 
AI SE......  0.07715 
T-stat.....  -5.7188 
p.val......  1.0725e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  678 


Estimate...  -0.64185 
AI SE......  0.13165 
T-stat.....  -4.8753 
p.val......  1.0862e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  657 


Estimate...  -0.3388 
AI SE......  0.065257 
T-stat.....  -5.1918 
p.val......  2.0829e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  735 


Estimate...  -0.65939 
AI SE......  0.11786 
T-stat.....  -5.5947 
p.val......  2.2106e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  27367 


Estimate...  -0.39327 
AI SE......  0.046448 
T-stat.....  -8.467 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3932742


s: 802 

Estimate...  -0.43725 
AI SE......  0.070949 
T-stat.....  -6.1629 
p.val......  7.1432e-10 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  754 


Estimate...  -0.45998 
AI SE......  0.099583 
T-stat.....  -4.619 
p.val......  3.8554e-06 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  677 


Estimate...  -0.3905 
AI SE......  0.060433 
T-stat.....  -6.4618 
p.val......  1.0348e-10 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  759 


Estimate...  -0.39998 
AI SE......  0.13415 
T-stat.....  -2.9816 
p.val......  0.0028678 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  19991 


Estimate...  -0.3633 
AI SE......  0.053901 
T-stat.....  -6.7402 
p.val......  1.5821e-11 

Original number of observations..............  1000 
Original number of treated obs...............  543 
Matched number of observations...............  543 
Matched number of observations  (unweighted).  543 

           [,1]
[1,] -0.3633022


s: 803 

Estimate...  -0.39474 
AI SE......  0.068448 
T-stat.....  -5.767 
p.val......  8.0706e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  690 


Estimate...  -0.44857 
AI SE......  0.15472 
T-stat.....  -2.8993 
p.val......  0.0037401 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  664 


Estimate...  -0.40067 
AI SE......  0.067034 
T-stat.....  -5.9771 
p.val......  2.2716e-09 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  745 


Estimate...  -0.45572 
AI SE......  0.15833 
T-stat.....  -2.8783 
p.val......  0.0039989 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  17584 


Estimate...  -0.38358 
AI SE......  0.039103 
T-stat.....  -9.8094 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

           [,1]
[1,] -0.3835809


s: 804 

Estimate...  -0.46826 
AI SE......  0.077993 
T-stat.....  -6.0039 
p.val......  1.9268e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  682 


Estimate...  -0.36944 
AI SE......  0.13733 
T-stat.....  -2.6901 
p.val......  0.0071436 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  629 


Estimate...  -0.34207 
AI SE......  0.064881 
T-stat.....  -5.2723 
p.val......  1.3473e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  706 


Estimate...  -0.59821 
AI SE......  0.11211 
T-stat.....  -5.3359 
p.val......  9.5067e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  23599 


Estimate...  -0.42448 
AI SE......  0.037397 
T-stat.....  -11.351 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4244818


s: 805 

Estimate...  -0.39206 
AI SE......  0.064236 
T-stat.....  -6.1034 
p.val......  1.0384e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  715 


Estimate...  -0.51369 
AI SE......  0.11553 
T-stat.....  -4.4464 
p.val......  8.732e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  632 


Estimate...  -0.31038 
AI SE......  0.062403 
T-stat.....  -4.9739 
p.val......  6.5634e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  721 


Estimate...  -0.49818 
AI SE......  0.14427 
T-stat.....  -3.453 
p.val......  0.00055443 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  17146 


Estimate...  -0.4503 
AI SE......  0.053562 
T-stat.....  -8.4072 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.4503027


s: 806 

Estimate...  -0.27897 
AI SE......  0.070095 
T-stat.....  -3.98 
p.val......  6.8924e-05 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  701 


Estimate...  -0.58906 
AI SE......  0.10450 
T-stat.....  -5.6371 
p.val......  1.7289e-08 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  645 


Estimate...  -0.30122 
AI SE......  0.058299 
T-stat.....  -5.1668 
p.val......  2.3808e-07 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  763 


Estimate...  -0.75216 
AI SE......  0.15706 
T-stat.....  -4.789 
p.val......  1.6764e-06 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  14968 


Estimate...  -0.38209 
AI SE......  0.025123 
T-stat.....  -15.209 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  533 
Matched number of observations...............  533 
Matched number of observations  (unweighted).  533 

           [,1]
[1,] -0.3820948


s: 807 

Estimate...  -0.41784 
AI SE......  0.071225 
T-stat.....  -5.8665 
p.val......  4.4513e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  673 


Estimate...  -0.50201 
AI SE......  0.13658 
T-stat.....  -3.6756 
p.val......  0.00023725 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  621 


Estimate...  -0.33850 
AI SE......  0.061485 
T-stat.....  -5.5053 
p.val......  3.6845e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  720 


Estimate...  -0.4439 
AI SE......  0.15831 
T-stat.....  -2.8040 
p.val......  0.005048 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  18156 


Estimate...  -0.37104 
AI SE......  0.030612 
T-stat.....  -12.121 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3710375


s: 808 

Estimate...  -0.40898 
AI SE......  0.068336 
T-stat.....  -5.9848 
p.val......  2.1660e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  691 


Estimate...  -0.46691 
AI SE......  0.12938 
T-stat.....  -3.6089 
p.val......  0.00030745 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  632 


Estimate...  -0.35781 
AI SE......  0.065822 
T-stat.....  -5.4361 
p.val......  5.4464e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  710 


Estimate...  -0.609 
AI SE......  0.20478 
T-stat.....  -2.9739 
p.val......  0.0029399 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  14543 


Estimate...  -0.3783 
AI SE......  0.052173 
T-stat.....  -7.2509 
p.val......  4.1411e-13 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3782978


s: 809 

Estimate...  -0.36808 
AI SE......  0.092497 
T-stat.....  -3.9794 
p.val......  6.908e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  705 


Estimate...  -0.24904 
AI SE......  0.18775 
T-stat.....  -1.3264 
p.val......  0.18469 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  647 


Estimate...  -0.32136 
AI SE......  0.066372 
T-stat.....  -4.8418 
p.val......  1.2868e-06 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  713 


Estimate...  -0.12577 
AI SE......  0.14489 
T-stat.....  -0.86802 
p.val......  0.38538 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  19764 


Estimate...  -0.36616 
AI SE......  0.052945 
T-stat.....  -6.9159 
p.val......  4.6492e-12 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

           [,1]
[1,] -0.3661625


s: 810 

Estimate...  -0.42919 
AI SE......  0.091304 
T-stat.....  -4.7007 
p.val......  2.5924e-06 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  681 


Estimate...  -0.41878 
AI SE......  0.16417 
T-stat.....  -2.5508 
p.val......  0.010747 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  616 


Estimate...  -0.32876 
AI SE......  0.068954 
T-stat.....  -4.7679 
p.val......  1.8615e-06 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  701 


Estimate...  -0.4839 
AI SE......  0.12632 
T-stat.....  -3.8308 
p.val......  0.00012773 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  19145 


Estimate...  -0.37467 
AI SE......  0.058009 
T-stat.....  -6.4588 
p.val......  1.0556e-10 

Original number of observations..............  1000 
Original number of treated obs...............  527 
Matched number of observations...............  527 
Matched number of observations  (unweighted).  527 

           [,1]
[1,] -0.3746657


s: 811 

Estimate...  -0.36368 
AI SE......  0.078585 
T-stat.....  -4.6278 
p.val......  3.6955e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  662 


Estimate...  -0.64753 
AI SE......  0.13794 
T-stat.....  -4.6942 
p.val......  2.6768e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  628 


Estimate...  -0.38671 
AI SE......  0.065772 
T-stat.....  -5.8796 
p.val......  4.1131e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  698 


Estimate...  -0.61963 
AI SE......  0.18014 
T-stat.....  -3.4398 
p.val......  0.00058222 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  21892 


Estimate...  -0.35957 
AI SE......  0.068153 
T-stat.....  -5.2759 
p.val......  1.3208e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

         [,1]
[1,] -0.35957


s: 812 

Estimate...  -0.45655 
AI SE......  0.080857 
T-stat.....  -5.6464 
p.val......  1.638e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  671 


Estimate...  -0.63819 
AI SE......  0.17853 
T-stat.....  -3.5748 
p.val......  0.00035056 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  618 


Estimate...  -0.36492 
AI SE......  0.06565 
T-stat.....  -5.5585 
p.val......  2.7210e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  693 


Estimate...  -0.67032 
AI SE......  0.13971 
T-stat.....  -4.7978 
p.val......  1.6041e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  25119 


Estimate...  -0.38565 
AI SE......  0.028575 
T-stat.....  -13.496 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3856517


s: 813 

Estimate...  -0.53595 
AI SE......  0.077048 
T-stat.....  -6.956 
p.val......  3.4996e-12 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  668 


Estimate...  -0.77226 
AI SE......  0.16424 
T-stat.....  -4.7021 
p.val......  2.5755e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  662 


Estimate...  -0.39819 
AI SE......  0.063348 
T-stat.....  -6.2858 
p.val......  3.2607e-10 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  757 


Estimate...  -0.55402 
AI SE......  0.17426 
T-stat.....  -3.1792 
p.val......  0.0014769 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  18693 


Estimate...  -0.48319 
AI SE......  0.038128 
T-stat.....  -12.673 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4831887


s: 814 

Estimate...  -0.40280 
AI SE......  0.086332 
T-stat.....  -4.6658 
p.val......  3.0745e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  669 


Estimate...  -0.4448 
AI SE......  0.14160 
T-stat.....  -3.1412 
p.val......  0.0016829 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  628 


Estimate...  -0.42321 
AI SE......  0.072004 
T-stat.....  -5.8775 
p.val......  4.1642e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  718 


Estimate...  -0.54148 
AI SE......  0.12619 
T-stat.....  -4.2908 
p.val......  1.7802e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  18501 


Estimate...  -0.38283 
AI SE......  0.052368 
T-stat.....  -7.3104 
p.val......  2.6623e-13 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

          [,1]
[1,] -0.382829


s: 815 

Estimate...  -0.42555 
AI SE......  0.068142 
T-stat.....  -6.245 
p.val......  4.2381e-10 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  671 


Estimate...  -0.38431 
AI SE......  0.13349 
T-stat.....  -2.8789 
p.val......  0.0039902 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  610 


Estimate...  -0.38073 
AI SE......  0.055863 
T-stat.....  -6.8153 
p.val......  9.4043e-12 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  672 


Estimate...  -0.53573 
AI SE......  0.14903 
T-stat.....  -3.5948 
p.val......  0.00032462 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  17862 


Estimate...  -0.39505 
AI SE......  0.062083 
T-stat.....  -6.3632 
p.val......  1.9758e-10 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.3950500


s: 816 

Estimate...  -0.50058 
AI SE......  0.078398 
T-stat.....  -6.3851 
p.val......  1.7125e-10 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  671 


Estimate...  -0.58884 
AI SE......  0.13039 
T-stat.....  -4.5158 
p.val......  6.3078e-06 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  646 


Estimate...  -0.34236 
AI SE......  0.074829 
T-stat.....  -4.5752 
p.val......  4.7568e-06 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  681 


Estimate...  -0.35509 
AI SE......  0.14261 
T-stat.....  -2.4899 
p.val......  0.012779 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  17522 


Estimate...  -0.41039 
AI SE......  0.052955 
T-stat.....  -7.7498 
p.val......  9.1038e-15 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.4103888


s: 817 

Estimate...  -0.33897 
AI SE......  0.071023 
T-stat.....  -4.7727 
p.val......  1.8177e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  671 


Estimate...  -0.4041 
AI SE......  0.11475 
T-stat.....  -3.5216 
p.val......  0.00042899 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  624 


Estimate...  -0.40201 
AI SE......  0.063476 
T-stat.....  -6.3332 
p.val......  2.4007e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  679 


Estimate...  -0.26579 
AI SE......  0.13328 
T-stat.....  -1.9943 
p.val......  0.046119 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  18639 


Estimate...  -0.43049 
AI SE......  0.055159 
T-stat.....  -7.8045 
p.val......  5.9952e-15 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.4304865


s: 818 

Estimate...  -0.35469 
AI SE......  0.075211 
T-stat.....  -4.716 
p.val......  2.4057e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  698 


Estimate...  -0.6637 
AI SE......  0.13583 
T-stat.....  -4.8863 
p.val......  1.0276e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  651 


Estimate...  -0.40126 
AI SE......  0.063917 
T-stat.....  -6.2779 
p.val......  3.4326e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  746 


Estimate...  -0.40184 
AI SE......  0.14201 
T-stat.....  -2.8297 
p.val......  0.004659 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  21660 


Estimate...  -0.38684 
AI SE......  0.061481 
T-stat.....  -6.292 
p.val......  3.1331e-10 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3868442


s: 819 

Estimate...  -0.43334 
AI SE......  0.074577 
T-stat.....  -5.8106 
p.val......  6.2261e-09 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  707 


Estimate...  -0.46574 
AI SE......  0.13580 
T-stat.....  -3.4297 
p.val......  0.00060416 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  618 


Estimate...  -0.39173 
AI SE......  0.061493 
T-stat.....  -6.3703 
p.val......  1.8871e-10 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  709 


Estimate...  -0.44619 
AI SE......  0.15163 
T-stat.....  -2.9427 
p.val......  0.0032535 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  17487 


Estimate...  -0.39037 
AI SE......  0.06313 
T-stat.....  -6.1836 
p.val......  6.267e-10 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.3903693


s: 820 

Estimate...  -0.45265 
AI SE......  0.072933 
T-stat.....  -6.2064 
p.val......  5.4201e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  669 


Estimate...  -0.50092 
AI SE......  0.16713 
T-stat.....  -2.9971 
p.val......  0.0027254 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  622 


Estimate...  -0.34201 
AI SE......  0.071671 
T-stat.....  -4.772 
p.val......  1.8242e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  703 


Estimate...  -0.3442 
AI SE......  0.14062 
T-stat.....  -2.4476 
p.val......  0.014379 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  18925 


Estimate...  -0.35252 
AI SE......  0.06391 
T-stat.....  -5.5158 
p.val......  3.4711e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3525192


s: 821 

Estimate...  -0.42056 
AI SE......  0.066995 
T-stat.....  -6.2775 
p.val......  3.4406e-10 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  725 


Estimate...  -0.43104 
AI SE......  0.10343 
T-stat.....  -4.1676 
p.val......  3.0779e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  645 


Estimate...  -0.36505 
AI SE......  0.063041 
T-stat.....  -5.7906 
p.val......  7.013e-09 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  719 


Estimate...  -0.39699 
AI SE......  0.10285 
T-stat.....  -3.86 
p.val......  0.00011339 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  20763 


Estimate...  -0.37669 
AI SE......  0.050034 
T-stat.....  -7.5286 
p.val......  5.1292e-14 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.3766889


s: 822 

Estimate...  -0.35004 
AI SE......  0.074369 
T-stat.....  -4.7069 
p.val......  2.5156e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  640 


Estimate...  -0.4646 
AI SE......  0.11164 
T-stat.....  -4.1618 
p.val......  3.1581e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  638 


Estimate...  -0.42424 
AI SE......  0.067616 
T-stat.....  -6.2743 
p.val......  3.5123e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  712 


Estimate...  -0.22774 
AI SE......  0.12164 
T-stat.....  -1.8723 
p.val......  0.061171 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  23250 


Estimate...  -0.40664 
AI SE......  0.058492 
T-stat.....  -6.952 
p.val......  3.6011e-12 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.4066374


s: 823 

Estimate...  -0.2822 
AI SE......  0.079956 
T-stat.....  -3.5295 
p.val......  0.00041638 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  706 


Estimate...  -0.54471 
AI SE......  0.12297 
T-stat.....  -4.4295 
p.val......  9.4473e-06 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  678 


Estimate...  -0.34146 
AI SE......  0.063381 
T-stat.....  -5.3874 
p.val......  7.1496e-08 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  714 


Estimate...  -0.48035 
AI SE......  0.14484 
T-stat.....  -3.3164 
p.val......  0.00091193 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  16520 


Estimate...  -0.37942 
AI SE......  0.053956 
T-stat.....  -7.032 
p.val......  2.0359e-12 

Original number of observations..............  1000 
Original number of treated obs...............  534 
Matched number of observations...............  534 
Matched number of observations  (unweighted).  534 

           [,1]
[1,] -0.3794175


s: 824 

Estimate...  -0.35796 
AI SE......  0.076329 
T-stat.....  -4.6898 
p.val......  2.7352e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  671 


Estimate...  -0.19584 
AI SE......  0.19968 
T-stat.....  -0.98078 
p.val......  0.3267 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  613 


Estimate...  -0.32733 
AI SE......  0.064881 
T-stat.....  -5.0451 
p.val......  4.5318e-07 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  695 


Estimate...  -0.50418 
AI SE......  0.11936 
T-stat.....  -4.2242 
p.val......  2.3976e-05 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  22179 


Estimate...  -0.37863 
AI SE......  0.046142 
T-stat.....  -8.2058 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3786295


s: 825 

Estimate...  -0.47792 
AI SE......  0.076634 
T-stat.....  -6.2364 
p.val......  4.4768e-10 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  696 


Estimate...  -0.39376 
AI SE......  0.13395 
T-stat.....  -2.9396 
p.val......  0.0032861 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  664 


Estimate...  -0.35198 
AI SE......  0.065613 
T-stat.....  -5.3646 
p.val......  8.1146e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  701 


Estimate...  -0.0695 
AI SE......  0.17731 
T-stat.....  -0.39198 
p.val......  0.69508 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  17223 


Estimate...  -0.4238 
AI SE......  0.048774 
T-stat.....  -8.689 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.4238004


s: 826 

Estimate...  -0.45264 
AI SE......  0.071526 
T-stat.....  -6.3283 
p.val......  2.4785e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  663 


Estimate...  -0.56 
AI SE......  0.10777 
T-stat.....  -5.1962 
p.val......  2.0336e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  617 


Estimate...  -0.38245 
AI SE......  0.064076 
T-stat.....  -5.9686 
p.val......  2.3925e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  698 


Estimate...  -0.52541 
AI SE......  0.12121 
T-stat.....  -4.3348 
p.val......  1.4587e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  26466 


Estimate...  -0.41152 
AI SE......  0.056366 
T-stat.....  -7.301 
p.val......  2.8577e-13 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4115207


s: 827 

Estimate...  -0.39697 
AI SE......  0.067313 
T-stat.....  -5.8974 
p.val......  3.6918e-09 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  698 


Estimate...  -0.47091 
AI SE......  0.10740 
T-stat.....  -4.3848 
p.val......  1.1611e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  647 


Estimate...  -0.41403 
AI SE......  0.068041 
T-stat.....  -6.0849 
p.val......  1.1654e-09 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  706 


Estimate...  -0.38106 
AI SE......  0.12428 
T-stat.....  -3.0662 
p.val......  0.0021678 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  21655 


Estimate...  -0.42397 
AI SE......  0.053211 
T-stat.....  -7.9677 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

          [,1]
[1,] -0.423966


s: 828 

Estimate...  -0.39727 
AI SE......  0.076588 
T-stat.....  -5.1871 
p.val......  2.1358e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  706 


Estimate...  -0.45513 
AI SE......  0.14133 
T-stat.....  -3.2204 
p.val......  0.0012803 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  617 


Estimate...  -0.3855 
AI SE......  0.06088 
T-stat.....  -6.3322 
p.val......  2.4165e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  693 


Estimate...  -0.42916 
AI SE......  0.13228 
T-stat.....  -3.2443 
p.val......  0.0011776 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  14624 


Estimate...  -0.39218 
AI SE......  0.0671 
T-stat.....  -5.8448 
p.val......  5.0729e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3921799


s: 829 

Estimate...  -0.36041 
AI SE......  0.068536 
T-stat.....  -5.2587 
p.val......  1.4506e-07 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  658 


Estimate...  -0.54025 
AI SE......  0.14840 
T-stat.....  -3.6406 
p.val......  0.00027205 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  609 


Estimate...  -0.29822 
AI SE......  0.068242 
T-stat.....  -4.37 
p.val......  1.2425e-05 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  704 


Estimate...  -0.38751 
AI SE......  0.12860 
T-stat.....  -3.0134 
p.val......  0.0025835 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  18648 


Estimate...  -0.44841 
AI SE......  0.048232 
T-stat.....  -9.297 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.4484107


s: 830 

Estimate...  -0.38244 
AI SE......  0.086361 
T-stat.....  -4.4284 
p.val......  9.4954e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  699 


Estimate...  -0.61028 
AI SE......  0.12787 
T-stat.....  -4.7726 
p.val......  1.8188e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  671 


Estimate...  -0.44138 
AI SE......  0.075721 
T-stat.....  -5.829 
p.val......  5.5754e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  703 


Estimate...  -0.53616 
AI SE......  0.13464 
T-stat.....  -3.9821 
p.val......  6.8321e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  22158 


Estimate...  -0.38105 
AI SE......  0.087886 
T-stat.....  -4.3357 
p.val......  1.4527e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  539 

           [,1]
[1,] -0.3810511


s: 831 

Estimate...  -0.41103 
AI SE......  0.079767 
T-stat.....  -5.153 
p.val......  2.5641e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  675 


Estimate...  -0.74047 
AI SE......  0.12429 
T-stat.....  -5.9574 
p.val......  2.5633e-09 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  619 


Estimate...  -0.31252 
AI SE......  0.0631 
T-stat.....  -4.9528 
p.val......  7.3169e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  704 


Estimate...  -0.48452 
AI SE......  0.15378 
T-stat.....  -3.1507 
p.val......  0.001629 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  20715 


Estimate...  -0.35752 
AI SE......  0.050455 
T-stat.....  -7.0858 
p.val......  1.3824e-12 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.3575176


s: 832 

Estimate...  -0.38329 
AI SE......  0.070866 
T-stat.....  -5.4086 
p.val......  6.3525e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  700 


Estimate...  -0.58913 
AI SE......  0.11424 
T-stat.....  -5.157 
p.val......  2.5099e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  643 


Estimate...  -0.33295 
AI SE......  0.065939 
T-stat.....  -5.0494 
p.val......  4.4317e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  718 


Estimate...  -0.41694 
AI SE......  0.13704 
T-stat.....  -3.0425 
p.val......  0.0023466 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  21559 


Estimate...  -0.38251 
AI SE......  0.034841 
T-stat.....  -10.979 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3825129


s: 833 

Estimate...  -0.38626 
AI SE......  0.082304 
T-stat.....  -4.6931 
p.val......  2.6906e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  662 


Estimate...  -0.64246 
AI SE......  0.14102 
T-stat.....  -4.5559 
p.val......  5.2167e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  659 


Estimate...  -0.33104 
AI SE......  0.066422 
T-stat.....  -4.9839 
p.val......  6.2312e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  698 


Estimate...  -0.16349 
AI SE......  0.17853 
T-stat.....  -0.91576 
p.val......  0.35979 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  13156 


Estimate...  -0.39576 
AI SE......  0.063164 
T-stat.....  -6.2657 
p.val......  3.7122e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3957625


s: 834 

Estimate...  -0.37342 
AI SE......  0.070058 
T-stat.....  -5.3302 
p.val......  9.8127e-08 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  665 


Estimate...  -0.49305 
AI SE......  0.14978 
T-stat.....  -3.2919 
p.val......  0.00099518 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  630 


Estimate...  -0.33729 
AI SE......  0.061752 
T-stat.....  -5.462 
p.val......  4.7073e-08 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  708 


Estimate...  -0.44797 
AI SE......  0.16223 
T-stat.....  -2.7612 
p.val......  0.0057583 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  21493 


Estimate...  -0.43131 
AI SE......  0.052298 
T-stat.....  -8.2473 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.4313132


s: 835 

Estimate...  -0.39292 
AI SE......  0.08465 
T-stat.....  -4.6417 
p.val......  3.4556e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  672 


Estimate...  -0.35068 
AI SE......  0.15569 
T-stat.....  -2.2524 
p.val......  0.024297 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  626 


Estimate...  -0.24544 
AI SE......  0.066894 
T-stat.....  -3.6691 
p.val......  0.00024344 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  720 


Estimate...  -0.37992 
AI SE......  0.12630 
T-stat.....  -3.0082 
p.val......  0.0026282 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  23497 


Estimate...  -0.38914 
AI SE......  0.048954 
T-stat.....  -7.9492 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3891428


s: 836 

Estimate...  -0.41298 
AI SE......  0.076802 
T-stat.....  -5.3772 
p.val......  7.5662e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  662 


Estimate...  -0.16913 
AI SE......  0.14499 
T-stat.....  -1.1665 
p.val......  0.24340 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  632 


Estimate...  -0.35346 
AI SE......  0.066054 
T-stat.....  -5.351 
p.val......  8.7461e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  735 


Estimate...  -0.46283 
AI SE......  0.12609 
T-stat.....  -3.6706 
p.val......  0.000242 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  21428 


Estimate...  -0.36921 
AI SE......  0.0736 
T-stat.....  -5.0164 
p.val......  5.2659e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3692079


s: 837 

Estimate...  -0.46188 
AI SE......  0.069905 
T-stat.....  -6.6073 
p.val......  3.9143e-11 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  700 


Estimate...  -0.63465 
AI SE......  0.14252 
T-stat.....  -4.453 
p.val......  8.4677e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  660 


Estimate...  -0.30525 
AI SE......  0.062378 
T-stat.....  -4.8935 
p.val......  9.9047e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  670 


Estimate...  -0.47247 
AI SE......  0.13644 
T-stat.....  -3.4628 
p.val......  0.0005345 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  20258 


Estimate...  -0.41194 
AI SE......  0.053331 
T-stat.....  -7.7243 
p.val......  1.1324e-14 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4119438


s: 838 

Estimate...  -0.44179 
AI SE......  0.086048 
T-stat.....  -5.1342 
p.val......  2.833e-07 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  715 


Estimate...  -0.5088 
AI SE......  0.12527 
T-stat.....  -4.0615 
p.val......  4.8756e-05 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  639 


Estimate...  -0.32622 
AI SE......  0.068751 
T-stat.....  -4.7449 
p.val......  2.0866e-06 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  765 


Estimate...  -0.32309 
AI SE......  0.12350 
T-stat.....  -2.616 
p.val......  0.0088962 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  24112 


Estimate...  -0.36286 
AI SE......  0.044893 
T-stat.....  -8.0828 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.3628593


s: 839 

Estimate...  -0.44531 
AI SE......  0.066709 
T-stat.....  -6.6754 
p.val......  2.4648e-11 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  700 


Estimate...  -0.44642 
AI SE......  0.1063 
T-stat.....  -4.1997 
p.val......  2.6732e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  613 


Estimate...  -0.39198 
AI SE......  0.061115 
T-stat.....  -6.4139 
p.val......  1.4188e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  708 


Estimate...  -0.40015 
AI SE......  0.15620 
T-stat.....  -2.5618 
p.val......  0.010413 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  17039 


Estimate...  -0.39154 
AI SE......  0.057031 
T-stat.....  -6.8654 
p.val......  6.6303e-12 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3915396


s: 840 

Estimate...  -0.42393 
AI SE......  0.08264 
T-stat.....  -5.1298 
p.val......  2.8998e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  674 


Estimate...  -0.62573 
AI SE......  0.13238 
T-stat.....  -4.7269 
p.val......  2.28e-06 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  646 


Estimate...  -0.46576 
AI SE......  0.06722 
T-stat.....  -6.9289 
p.val......  4.2417e-12 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  726 


Estimate...  -0.46167 
AI SE......  0.15166 
T-stat.....  -3.0441 
p.val......  0.0023336 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  17726 


Estimate...  -0.39967 
AI SE......  0.04431 
T-stat.....  -9.02 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3996706


s: 841 

Estimate...  -0.48774 
AI SE......  0.07968 
T-stat.....  -6.1213 
p.val......  9.2819e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  675 


Estimate...  -0.75788 
AI SE......  0.16877 
T-stat.....  -4.4906 
p.val......  7.1037e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  619 


Estimate...  -0.25491 
AI SE......  0.06472 
T-stat.....  -3.9386 
p.val......  8.1962e-05 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  719 


Estimate...  -0.66391 
AI SE......  0.14659 
T-stat.....  -4.5289 
p.val......  5.9284e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  19429 


Estimate...  -0.36098 
AI SE......  0.051011 
T-stat.....  -7.0765 
p.val......  1.4779e-12 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3609842


s: 842 

Estimate...  -0.42780 
AI SE......  0.0743 
T-stat.....  -5.7578 
p.val......  8.5239e-09 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  677 


Estimate...  -0.45465 
AI SE......  0.12041 
T-stat.....  -3.7758 
p.val......  0.00015947 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  605 


Estimate...  -0.30028 
AI SE......  0.062984 
T-stat.....  -4.7675 
p.val......  1.8651e-06 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  725 


Estimate...  -0.23558 
AI SE......  0.14526 
T-stat.....  -1.6217 
p.val......  0.10487 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  23027 


Estimate...  -0.40522 
AI SE......  0.043992 
T-stat.....  -9.2113 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4052176


s: 843 

Estimate...  -0.32468 
AI SE......  0.083177 
T-stat.....  -3.9035 
p.val......  9.4805e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  708 


Estimate...  -0.60165 
AI SE......  0.13752 
T-stat.....  -4.3748 
p.val......  1.2152e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  654 


Estimate...  -0.34451 
AI SE......  0.06649 
T-stat.....  -5.1813 
p.val......  2.2029e-07 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  726 


Estimate...  -0.66053 
AI SE......  0.14344 
T-stat.....  -4.6047 
p.val......  4.1298e-06 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  24035 


Estimate...  -0.42952 
AI SE......  0.076068 
T-stat.....  -5.6464 
p.val......  1.6380e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.4295152


s: 844 

Estimate...  -0.32384 
AI SE......  0.066564 
T-stat.....  -4.8651 
p.val......  1.1441e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  724 


Estimate...  -0.49174 
AI SE......  0.10970 
T-stat.....  -4.4826 
p.val......  7.3741e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  628 


Estimate...  -0.29865 
AI SE......  0.060404 
T-stat.....  -4.9441 
p.val......  7.6492e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  734 


Estimate...  -0.46232 
AI SE......  0.20159 
T-stat.....  -2.2934 
p.val......  0.021827 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  16341 


Estimate...  -0.34296 
AI SE......  0.055245 
T-stat.....  -6.208 
p.val......  5.3673e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3429597


s: 845 

Estimate...  -0.44809 
AI SE......  0.078554 
T-stat.....  -5.7042 
p.val......  1.1686e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  684 


Estimate...  -0.28662 
AI SE......  0.12091 
T-stat.....  -2.3705 
p.val......  0.017764 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  601 


Estimate...  -0.34452 
AI SE......  0.062045 
T-stat.....  -5.5527 
p.val......  2.8130e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  679 


Estimate...  -0.31255 
AI SE......  0.12003 
T-stat.....  -2.6038 
p.val......  0.0092183 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  21858 


Estimate...  -0.39464 
AI SE......  0.05472 
T-stat.....  -7.2119 
p.val......  5.5178e-13 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3946354


s: 846 

Estimate...  -0.31556 
AI SE......  0.083787 
T-stat.....  -3.7663 
p.val......  0.00016572 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  650 


Estimate...  -0.46932 
AI SE......  0.13665 
T-stat.....  -3.4345 
p.val......  0.00059368 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  599 


Estimate...  -0.54407 
AI SE......  0.071543 
T-stat.....  -7.6048 
p.val......  2.8644e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  708 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.26629 
AI SE......  0.048465 
T-stat.....  -5.4944 
p.val......  3.9209e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  249271 


Estimate...  -0.37401 
AI SE......  0.053115 
T-stat.....  -7.0415 
p.val......  1.9020e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3740076


s: 847 

Estimate...  -0.36132 
AI SE......  0.097415 
T-stat.....  -3.7091 
p.val......  0.00020802 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  698 


Estimate...  -0.59627 
AI SE......  0.21028 
T-stat.....  -2.8356 
p.val......  0.0045746 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  631 


Estimate...  -0.24972 
AI SE......  0.094295 
T-stat.....  -2.6483 
p.val......  0.0080892 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  712 


Estimate...  -0.47865 
AI SE......  0.13393 
T-stat.....  -3.5738 
p.val......  0.00035178 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  21625 


Estimate...  -0.44138 
AI SE......  0.081558 
T-stat.....  -5.4119 
p.val......  6.2361e-08 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.4413807


s: 848 

Estimate...  -0.32247 
AI SE......  0.077877 
T-stat.....  -4.1408 
p.val......  3.4606e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  704 


Estimate...  -0.4776 
AI SE......  0.14208 
T-stat.....  -3.3616 
p.val......  0.00077506 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  650 


Estimate...  -0.21059 
AI SE......  0.067828 
T-stat.....  -3.1047 
p.val......  0.0019047 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  716 


Estimate...  -0.4279 
AI SE......  0.17559 
T-stat.....  -2.4369 
p.val......  0.014815 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  14355 


Estimate...  -0.4045 
AI SE......  0.060047 
T-stat.....  -6.7364 
p.val......  1.6234e-11 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4044986


s: 849 

Estimate...  -0.44664 
AI SE......  0.070821 
T-stat.....  -6.3065 
p.val......  2.8535e-10 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  663 


Estimate...  -0.6431 
AI SE......  0.10610 
T-stat.....  -6.0611 
p.val......  1.3520e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  646 


Estimate...  -0.42018 
AI SE......  0.060947 
T-stat.....  -6.8942 
p.val......  5.417e-12 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  719 


Estimate...  -0.53023 
AI SE......  0.1529 
T-stat.....  -3.4678 
p.val......  0.00052471 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  19116 


Estimate...  -0.41135 
AI SE......  0.057496 
T-stat.....  -7.1544 
p.val......  8.4022e-13 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4113532


s: 850 

Estimate...  -0.4711 
AI SE......  0.079943 
T-stat.....  -5.8929 
p.val......  3.7947e-09 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  715 


Estimate...  -0.54611 
AI SE......  0.12920 
T-stat.....  -4.227 
p.val......  2.3685e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  648 


Estimate...  -0.36629 
AI SE......  0.070235 
T-stat.....  -5.2152 
p.val......  1.8365e-07 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  741 


Estimate...  -0.37303 
AI SE......  0.12969 
T-stat.....  -2.8763 
p.val......  0.0040243 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  20178 


Estimate...  -0.39696 
AI SE......  0.037489 
T-stat.....  -10.589 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

          [,1]
[1,] -0.396961


s: 851 

Estimate...  -0.36776 
AI SE......  0.079998 
T-stat.....  -4.5971 
p.val......  4.2844e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  720 


Estimate...  -0.4651 
AI SE......  0.11496 
T-stat.....  -4.0458 
p.val......  5.2141e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  638 


Estimate...  -0.345 
AI SE......  0.062081 
T-stat.....  -5.5572 
p.val......  2.7406e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  712 


Estimate...  -0.41354 
AI SE......  0.11728 
T-stat.....  -3.526 
p.val......  0.00042187 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  21377 


Estimate...  -0.38981 
AI SE......  0.061439 
T-stat.....  -6.3446 
p.val......  2.2297e-10 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3898085


s: 852 

Estimate...  -0.40669 
AI SE......  0.073198 
T-stat.....  -5.556 
p.val......  2.7601e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  668 


Estimate...  -0.51762 
AI SE......  0.10765 
T-stat.....  -4.8082 
p.val......  1.5230e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  643 


Estimate...  -0.41277 
AI SE......  0.068738 
T-stat.....  -6.005 
p.val......  1.9129e-09 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  731 


Estimate...  -0.72958 
AI SE......  0.14279 
T-stat.....  -5.1096 
p.val......  3.2286e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  23390 


Estimate...  -0.40454 
AI SE......  0.053042 
T-stat.....  -7.6267 
p.val......  2.3981e-14 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4045351


s: 853 

Estimate...  -0.46064 
AI SE......  0.075915 
T-stat.....  -6.0678 
p.val......  1.2964e-09 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  676 


Estimate...  -0.35387 
AI SE......  0.12646 
T-stat.....  -2.7983 
p.val......  0.0051371 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  608 


Estimate...  -0.39987 
AI SE......  0.061243 
T-stat.....  -6.5293 
p.val......  6.609e-11 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  684 


Estimate...  -0.34461 
AI SE......  0.14257 
T-stat.....  -2.4171 
p.val......  0.015644 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  17765 


Estimate...  -0.3936 
AI SE......  0.053768 
T-stat.....  -7.3204 
p.val......  2.4736e-13 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3935996


s: 854 

Estimate...  -0.40748 
AI SE......  0.066262 
T-stat.....  -6.1495 
p.val......  7.775e-10 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  693 


Estimate...  -0.68224 
AI SE......  0.15986 
T-stat.....  -4.2678 
p.val......  1.9744e-05 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  643 


Estimate...  -0.33367 
AI SE......  0.061084 
T-stat.....  -5.4624 
p.val......  4.6966e-08 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  760 


Estimate...  -0.49992 
AI SE......  0.13304 
T-stat.....  -3.7576 
p.val......  0.00017158 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  18250 


Estimate...  -0.40122 
AI SE......  0.039851 
T-stat.....  -10.068 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  522 
Matched number of observations...............  522 
Matched number of observations  (unweighted).  522 

          [,1]
[1,] -0.401224


s: 855 

Estimate...  -0.46326 
AI SE......  0.075914 
T-stat.....  -6.1025 
p.val......  1.0443e-09 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  720 


Estimate...  -0.38387 
AI SE......  0.18205 
T-stat.....  -2.1086 
p.val......  0.034981 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  679 


Estimate...  -0.34187 
AI SE......  0.063606 
T-stat.....  -5.3749 
p.val......  7.6641e-08 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  750 


Estimate...  -0.58623 
AI SE......  0.15945 
T-stat.....  -3.6764 
p.val......  0.00023651 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  18695 


Estimate...  -0.3755 
AI SE......  0.059289 
T-stat.....  -6.3335 
p.val......  2.3971e-10 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.3755030


s: 856 

Estimate...  -0.40583 
AI SE......  0.08998 
T-stat.....  -4.5102 
p.val......  6.4763e-06 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  658 


Estimate...  -0.36334 
AI SE......  0.18608 
T-stat.....  -1.9526 
p.val......  0.050865 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  624 


Estimate...  -0.43895 
AI SE......  0.076034 
T-stat.....  -5.773 
p.val......  7.7856e-09 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  718 


Estimate...  -0.043387 
AI SE......  0.16846 
T-stat.....  -0.25755 
p.val......  0.79675 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  18480 


Estimate...  -0.32616 
AI SE......  0.06597 
T-stat.....  -4.9441 
p.val......  7.6502e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.3261606


s: 857 

Estimate...  -0.4101 
AI SE......  0.071784 
T-stat.....  -5.713 
p.val......  1.1104e-08 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  680 


Estimate...  -0.64647 
AI SE......  0.13779 
T-stat.....  -4.6917 
p.val......  2.709e-06 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  617 


Estimate...  -0.3285 
AI SE......  0.06665 
T-stat.....  -4.9287 
p.val......  8.2764e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  699 


Estimate...  -0.36327 
AI SE......  0.13781 
T-stat.....  -2.636 
p.val......  0.0083894 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  18718 


Estimate...  -0.38597 
AI SE......  0.034998 
T-stat.....  -11.028 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3859720


s: 858 

Estimate...  -0.42875 
AI SE......  0.089064 
T-stat.....  -4.8139 
p.val......  1.4798e-06 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  676 


Estimate...  -0.36163 
AI SE......  0.15696 
T-stat.....  -2.3040 
p.val......  0.021225 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  649 


Estimate...  -0.34736 
AI SE......  0.064863 
T-stat.....  -5.3552 
p.val......  8.5449e-08 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  705 


Estimate...  -0.41591 
AI SE......  0.11931 
T-stat.....  -3.486 
p.val......  0.00049033 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  18722 


Estimate...  -0.38289 
AI SE......  0.065412 
T-stat.....  -5.8535 
p.val......  4.8145e-09 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3828865


s: 859 

Estimate...  -0.40569 
AI SE......  0.07767 
T-stat.....  -5.2232 
p.val......  1.7585e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  659 


Estimate...  -0.67993 
AI SE......  0.15438 
T-stat.....  -4.4042 
p.val......  1.0618e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  609 


Estimate...  -0.41579 
AI SE......  0.07013 
T-stat.....  -5.9289 
p.val......  3.0494e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  680 


Estimate...  -0.52917 
AI SE......  0.18729 
T-stat.....  -2.8254 
p.val......  0.0047224 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  14038 


Estimate...  -0.41163 
AI SE......  0.060284 
T-stat.....  -6.8282 
p.val......  8.5965e-12 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4116333


s: 860 

Estimate...  -0.35955 
AI SE......  0.073318 
T-stat.....  -4.904 
p.val......  9.3898e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  714 


Estimate...  -0.57774 
AI SE......  0.11944 
T-stat.....  -4.8371 
p.val......  1.3173e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  608 


Estimate...  -0.38311 
AI SE......  0.068512 
T-stat.....  -5.5919 
p.val......  2.2462e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  710 


Estimate...  -0.52263 
AI SE......  0.17928 
T-stat.....  -2.9151 
p.val......  0.0035553 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  16022 


Estimate...  -0.39045 
AI SE......  0.038284 
T-stat.....  -10.199 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3904451


s: 861 

Estimate...  -0.32832 
AI SE......  0.087312 
T-stat.....  -3.7603 
p.val......  0.00016974 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  690 


Estimate...  -0.47165 
AI SE......  0.15034 
T-stat.....  -3.1371 
p.val......  0.0017061 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  618 


Estimate...  -0.33569 
AI SE......  0.061757 
T-stat.....  -5.4356 
p.val......  5.4602e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  720 


Estimate...  -0.5025 
AI SE......  0.15855 
T-stat.....  -3.1695 
p.val......  0.0015272 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  19291 


Estimate...  -0.35971 
AI SE......  0.045943 
T-stat.....  -7.8295 
p.val......  4.885e-15 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.3597115


s: 862 

Estimate...  -0.40651 
AI SE......  0.096417 
T-stat.....  -4.2161 
p.val......  2.4853e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  676 


Estimate...  -0.47514 
AI SE......  0.11842 
T-stat.....  -4.0122 
p.val......  6.015e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  606 


Estimate...  -0.32939 
AI SE......  0.071387 
T-stat.....  -4.6141 
p.val......  3.948e-06 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  685 


Estimate...  -0.4531 
AI SE......  0.13979 
T-stat.....  -3.2413 
p.val......  0.0011898 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  15863 


Estimate...  -0.39023 
AI SE......  0.045941 
T-stat.....  -8.4942 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3902285


s: 863 

Estimate...  -0.45315 
AI SE......  0.072497 
T-stat.....  -6.2506 
p.val......  4.0879e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  674 


Estimate...  -0.73752 
AI SE......  0.16495 
T-stat.....  -4.4713 
p.val......  7.776e-06 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  624 


Estimate...  -0.40914 
AI SE......  0.06228 
T-stat.....  -6.5694 
p.val......  5.0527e-11 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  713 


Estimate...  -0.50577 
AI SE......  0.12167 
T-stat.....  -4.1568 
p.val......  3.2267e-05 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  26569 


Estimate...  -0.42651 
AI SE......  0.054253 
T-stat.....  -7.8614 
p.val......  3.7748e-15 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4265102


s: 864 

Estimate...  -0.34339 
AI SE......  0.081224 
T-stat.....  -4.2276 
p.val......  2.3615e-05 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  708 


Estimate...  -0.612 
AI SE......  0.12739 
T-stat.....  -4.804 
p.val......  1.5551e-06 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  647 


Estimate...  -0.35088 
AI SE......  0.061457 
T-stat.....  -5.7094 
p.val......  1.1340e-08 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  757 


Estimate...  -0.71531 
AI SE......  0.13064 
T-stat.....  -5.4754 
p.val......  4.3649e-08 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  25020 


Estimate...  -0.38344 
AI SE......  0.063501 
T-stat.....  -6.0384 
p.val......  1.5564e-09 

Original number of observations..............  1000 
Original number of treated obs...............  530 
Matched number of observations...............  530 
Matched number of observations  (unweighted).  530 

           [,1]
[1,] -0.3834443


s: 865 

Estimate...  -0.36952 
AI SE......  0.07368 
T-stat.....  -5.0152 
p.val......  5.2976e-07 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  642 


Estimate...  -0.35247 
AI SE......  0.11799 
T-stat.....  -2.9873 
p.val......  0.0028143 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  620 


Estimate...  -0.40085 
AI SE......  0.065518 
T-stat.....  -6.1181 
p.val......  9.4715e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  698 


Estimate...  -0.29864 
AI SE......  0.13821 
T-stat.....  -2.1608 
p.val......  0.030714 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  23403 


Estimate...  -0.38598 
AI SE......  0.050783 
T-stat.....  -7.6006 
p.val......  2.9532e-14 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.3859836


s: 866 

Estimate...  -0.41581 
AI SE......  0.073538 
T-stat.....  -5.6543 
p.val......  1.5650e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  675 


Estimate...  -0.52154 
AI SE......  0.11678 
T-stat.....  -4.4659 
p.val......  7.9717e-06 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  611 


Estimate...  -0.32288 
AI SE......  0.061595 
T-stat.....  -5.2419 
p.val......  1.5893e-07 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  708 


Estimate...  -0.38424 
AI SE......  0.16946 
T-stat.....  -2.2674 
p.val......  0.023366 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  20232 


Estimate...  -0.40974 
AI SE......  0.051655 
T-stat.....  -7.9322 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.4097405


s: 867 

Estimate...  -0.34874 
AI SE......  0.081446 
T-stat.....  -4.2819 
p.val......  1.8534e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  677 


Estimate...  -0.40742 
AI SE......  0.15146 
T-stat.....  -2.6899 
p.val......  0.0071465 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  619 


Estimate...  -0.29299 
AI SE......  0.07763 
T-stat.....  -3.7742 
p.val......  0.00016053 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  680 


Estimate...  -0.18903 
AI SE......  0.15156 
T-stat.....  -1.2472 
p.val......  0.21231 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  16977 


Estimate...  -0.33801 
AI SE......  0.068253 
T-stat.....  -4.9523 
p.val......  7.3347e-07 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3380105


s: 868 

Estimate...  -0.36485 
AI SE......  0.07461 
T-stat.....  -4.8901 
p.val......  1.0079e-06 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  695 


Estimate...  -0.53964 
AI SE......  0.16870 
T-stat.....  -3.1989 
p.val......  0.0013794 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  648 


Estimate...  -0.37161 
AI SE......  0.06503 
T-stat.....  -5.7144 
p.val......  1.1009e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  733 


Estimate...  -0.33549 
AI SE......  0.13606 
T-stat.....  -2.4658 
p.val......  0.013673 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  18937 


Estimate...  -0.36529 
AI SE......  0.06703 
T-stat.....  -5.4497 
p.val......  5.0459e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3652938


s: 869 

Estimate...  -0.49845 
AI SE......  0.071067 
T-stat.....  -7.0139 
p.val......  2.3181e-12 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  683 


Estimate...  -0.48151 
AI SE......  0.14895 
T-stat.....  -3.2327 
p.val......  0.0012264 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  614 


Estimate...  -0.42089 
AI SE......  0.065584 
T-stat.....  -6.4176 
p.val......  1.3845e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  690 


Estimate...  -0.40139 
AI SE......  0.16409 
T-stat.....  -2.4462 
p.val......  0.014437 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  14746 


Estimate...  -0.45992 
AI SE......  0.053486 
T-stat.....  -8.5989 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4599212


s: 870 

Estimate...  -0.38261 
AI SE......  0.074592 
T-stat.....  -5.1294 
p.val......  2.9069e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  683 


Estimate...  -0.32624 
AI SE......  0.16927 
T-stat.....  -1.9273 
p.val......  0.053936 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  617 


Estimate...  -0.34539 
AI SE......  0.06653 
T-stat.....  -5.1915 
p.val......  2.0863e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  716 


Estimate...  -0.19935 
AI SE......  0.12417 
T-stat.....  -1.6054 
p.val......  0.10841 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  22213 


Estimate...  -0.37932 
AI SE......  0.062535 
T-stat.....  -6.0658 
p.val......  1.3133e-09 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3793238


s: 871 

Estimate...  -0.49537 
AI SE......  0.072741 
T-stat.....  -6.81 
p.val......  9.7626e-12 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  690 


Estimate...  -0.39527 
AI SE......  0.15149 
T-stat.....  -2.6092 
p.val......  0.0090761 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  661 


Estimate...  -0.39068 
AI SE......  0.065874 
T-stat.....  -5.9308 
p.val......  3.0151e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  742 


Estimate...  -0.4787 
AI SE......  0.21337 
T-stat.....  -2.2435 
p.val......  0.024866 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  14288 


Estimate...  -0.37819 
AI SE......  0.063289 
T-stat.....  -5.9756 
p.val......  2.2922e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.3781885


s: 872 

Estimate...  -0.47353 
AI SE......  0.078749 
T-stat.....  -6.0131 
p.val......  1.8197e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  696 


Estimate...  -0.37951 
AI SE......  0.13759 
T-stat.....  -2.7582 
p.val......  0.0058113 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  614 


Estimate...  -0.31715 
AI SE......  0.063045 
T-stat.....  -5.0305 
p.val......  4.8926e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  727 


Estimate...  -0.35636 
AI SE......  0.12123 
T-stat.....  -2.9395 
p.val......  0.0032879 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  25288 


Estimate...  -0.37817 
AI SE......  0.06542 
T-stat.....  -5.7806 
p.val......  7.4431e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3781689


s: 873 

Estimate...  -0.37712 
AI SE......  0.085132 
T-stat.....  -4.4298 
p.val......  9.433e-06 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  654 


Estimate...  -0.45945 
AI SE......  0.15357 
T-stat.....  -2.9919 
p.val......  0.0027728 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  592 


Estimate...  -0.31 
AI SE......  0.070141 
T-stat.....  -4.4197 
p.val......  9.8846e-06 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  684 


Estimate...  -0.10848 
AI SE......  0.16987 
T-stat.....  -0.6386 
p.val......  0.52308 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  20018 


Estimate...  -0.41766 
AI SE......  0.057592 
T-stat.....  -7.2521 
p.val......  4.1034e-13 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4176624


s: 874 

Estimate...  -0.50268 
AI SE......  0.08115 
T-stat.....  -6.1945 
p.val......  5.848e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  705 


Estimate...  -0.52209 
AI SE......  0.11917 
T-stat.....  -4.3811 
p.val......  1.1806e-05 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  622 


Estimate...  -0.34194 
AI SE......  0.066291 
T-stat.....  -5.1582 
p.val......  2.4938e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  740 


Estimate...  -0.32943 
AI SE......  0.13851 
T-stat.....  -2.3784 
p.val......  0.017388 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  18038 


Estimate...  -0.42696 
AI SE......  0.06875 
T-stat.....  -6.2103 
p.val......  5.2879e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4269603


s: 875 

Estimate...  -0.34712 
AI SE......  0.080907 
T-stat.....  -4.2904 
p.val......  1.7836e-05 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  689 


Estimate...  -0.44857 
AI SE......  0.13401 
T-stat.....  -3.3472 
p.val......  0.00081627 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  637 


Estimate...  -0.37464 
AI SE......  0.0674 
T-stat.....  -5.5584 
p.val......  2.7234e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  723 


Estimate...  -0.81427 
AI SE......  0.11471 
T-stat.....  -7.0988 
p.val......  1.2585e-12 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  17732 


Estimate...  -0.40823 
AI SE......  0.053676 
T-stat.....  -7.6056 
p.val......  2.8422e-14 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4082347


s: 876 

Estimate...  -0.27019 
AI SE......  0.074369 
T-stat.....  -3.6331 
p.val......  0.00028006 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  704 


Estimate...  -0.34726 
AI SE......  0.17792 
T-stat.....  -1.9518 
p.val......  0.050961 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  626 


Estimate...  -0.21581 
AI SE......  0.067907 
T-stat.....  -3.1781 
p.val......  0.0014826 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  740 


Estimate...  -0.43002 
AI SE......  0.14734 
T-stat.....  -2.9186 
p.val......  0.0035164 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  17781 


Estimate...  -0.378 
AI SE......  0.062366 
T-stat.....  -6.061 
p.val......  1.3529e-09 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3780013


s: 877 

Estimate...  -0.37831 
AI SE......  0.07135 
T-stat.....  -5.3022 
p.val......  1.1443e-07 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  706 


Estimate...  -0.39772 
AI SE......  0.11865 
T-stat.....  -3.3519 
p.val......  0.00080259 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  639 


Estimate...  -0.38373 
AI SE......  0.063371 
T-stat.....  -6.0553 
p.val......  1.4019e-09 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  736 


Estimate...  -0.19025 
AI SE......  0.17361 
T-stat.....  -1.0958 
p.val......  0.27316 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  16682 


Estimate...  -0.39592 
AI SE......  0.045546 
T-stat.....  -8.6927 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3959156


s: 878 

Estimate...  -0.38303 
AI SE......  0.075916 
T-stat.....  -5.0454 
p.val......  4.5247e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  678 


Estimate...  -0.67677 
AI SE......  0.16066 
T-stat.....  -4.2125 
p.val......  2.5261e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  625 


Estimate...  -0.376 
AI SE......  0.075647 
T-stat.....  -4.9705 
p.val......  6.6778e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  739 


Estimate...  -0.53894 
AI SE......  0.15173 
T-stat.....  -3.5520 
p.val......  0.00038238 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  17839 


Estimate...  -0.43569 
AI SE......  0.041661 
T-stat.....  -10.458 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.4356882


s: 879 

Estimate...  -0.32903 
AI SE......  0.076685 
T-stat.....  -4.2907 
p.val......  1.7812e-05 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  734 


Estimate...  -0.46085 
AI SE......  0.10915 
T-stat.....  -4.2221 
p.val......  2.4202e-05 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  668 


Estimate...  -0.35328 
AI SE......  0.065977 
T-stat.....  -5.3545 
p.val......  8.577e-08 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  708 


Estimate...  -0.13951 
AI SE......  0.13407 
T-stat.....  -1.0406 
p.val......  0.29805 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  23546 


Estimate...  -0.37549 
AI SE......  0.050228 
T-stat.....  -7.4757 
p.val......  7.6827e-14 

Original number of observations..............  1000 
Original number of treated obs...............  538 
Matched number of observations...............  538 
Matched number of observations  (unweighted).  538 

           [,1]
[1,] -0.3754925


s: 880 

Estimate...  -0.42963 
AI SE......  0.06698 
T-stat.....  -6.4144 
p.val......  1.4135e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  696 


Estimate...  -0.45603 
AI SE......  0.11769 
T-stat.....  -3.8747 
p.val......  0.00010675 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  677 


Estimate...  -0.34885 
AI SE......  0.065856 
T-stat.....  -5.2972 
p.val......  1.1758e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  727 


Estimate...  -0.37056 
AI SE......  0.14611 
T-stat.....  -2.5362 
p.val......  0.011206 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  22256 


Estimate...  -0.39516 
AI SE......  0.055367 
T-stat.....  -7.1371 
p.val......  9.5302e-13 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3951640


s: 881 

Estimate...  -0.46592 
AI SE......  0.070076 
T-stat.....  -6.6488 
p.val......  2.9553e-11 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  676 


Estimate...  -0.31019 
AI SE......  0.1774 
T-stat.....  -1.7485 
p.val......  0.080375 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  629 


Estimate...  -0.37833 
AI SE......  0.063562 
T-stat.....  -5.9523 
p.val......  2.6447e-09 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  729 


Estimate...  -0.21818 
AI SE......  0.1778 
T-stat.....  -1.2271 
p.val......  0.21978 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  17563 


Estimate...  -0.41858 
AI SE......  0.062247 
T-stat.....  -6.7246 
p.val......  1.7613e-11 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.4185807


s: 882 

Estimate...  -0.42212 
AI SE......  0.071775 
T-stat.....  -5.8812 
p.val......  4.0737e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  679 


Estimate...  -0.52678 
AI SE......  0.14942 
T-stat.....  -3.5256 
p.val......  0.00042258 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  628 


Estimate...  -0.4271 
AI SE......  0.063293 
T-stat.....  -6.748 
p.val......  1.4994e-11 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  715 


Estimate...  -0.24939 
AI SE......  0.20312 
T-stat.....  -1.2278 
p.val......  0.21953 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  16961 


Estimate...  -0.39486 
AI SE......  0.06554 
T-stat.....  -6.0247 
p.val......  1.6940e-09 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3948571


s: 883 

Estimate...  -0.36533 
AI SE......  0.08283 
T-stat.....  -4.4106 
p.val......  1.0310e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  713 


Estimate...  -0.41893 
AI SE......  0.14853 
T-stat.....  -2.8204 
p.val......  0.0047962 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  671 


Estimate...  -0.33151 
AI SE......  0.068124 
T-stat.....  -4.8663 
p.val......  1.1372e-06 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  729 


Estimate...  -0.23137 
AI SE......  0.14837 
T-stat.....  -1.5594 
p.val......  0.11890 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  20111 


Estimate...  -0.37086 
AI SE......  0.065268 
T-stat.....  -5.6821 
p.val......  1.3307e-08 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  529 

           [,1]
[1,] -0.3708585


s: 884 

Estimate...  -0.33786 
AI SE......  0.068085 
T-stat.....  -4.9624 
p.val......  6.9637e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  691 


Estimate...  -0.37094 
AI SE......  0.14189 
T-stat.....  -2.6142 
p.val......  0.008943 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  629 


Estimate...  -0.46263 
AI SE......  0.065991 
T-stat.....  -7.0105 
p.val......  2.3752e-12 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  714 


Estimate...  -0.3134 
AI SE......  0.12916 
T-stat.....  -2.4266 
p.val......  0.015243 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  22992 


Estimate...  -0.40043 
AI SE......  0.059276 
T-stat.....  -6.7553 
p.val......  1.4251e-11 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.4004319


s: 885 

Estimate...  -0.38398 
AI SE......  0.071221 
T-stat.....  -5.3914 
p.val......  6.992e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  676 


Estimate...  -0.38715 
AI SE......  0.14653 
T-stat.....  -2.6421 
p.val......  0.0082397 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  633 


Estimate...  -0.38178 
AI SE......  0.063353 
T-stat.....  -6.0263 
p.val......  1.6776e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  712 


Estimate...  -0.31501 
AI SE......  0.17042 
T-stat.....  -1.8484 
p.val......  0.064541 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  18288 


Estimate...  -0.39169 
AI SE......  0.057071 
T-stat.....  -6.8632 
p.val......  6.7328e-12 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3916888


s: 886 

Estimate...  -0.43149 
AI SE......  0.069242 
T-stat.....  -6.2317 
p.val......  4.614e-10 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  684 


Estimate...  -0.56646 
AI SE......  0.11737 
T-stat.....  -4.8265 
p.val......  1.3899e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  621 


Estimate...  -0.34349 
AI SE......  0.060739 
T-stat.....  -5.6551 
p.val......  1.5574e-08 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  724 


Estimate...  -0.27035 
AI SE......  0.14261 
T-stat.....  -1.8958 
p.val......  0.05799 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  22574 


Estimate...  -0.39469 
AI SE......  0.055257 
T-stat.....  -7.1428 
p.val......  9.146e-13 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3946922


s: 887 

Estimate...  -0.41426 
AI SE......  0.071437 
T-stat.....  -5.7989 
p.val......  6.6743e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  650 


Estimate...  -0.29308 
AI SE......  0.16182 
T-stat.....  -1.8111 
p.val......  0.070128 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  614 


Estimate...  -0.40494 
AI SE......  0.067366 
T-stat.....  -6.0111 
p.val......  1.8430e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  708 


Estimate...  -0.29125 
AI SE......  0.22092 
T-stat.....  -1.3183 
p.val......  0.18740 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  13848 


Estimate...  -0.39098 
AI SE......  0.04834 
T-stat.....  -8.0881 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3909829


s: 888 

Estimate...  -0.37417 
AI SE......  0.078109 
T-stat.....  -4.7904 
p.val......  1.6643e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  708 


Estimate...  -0.33924 
AI SE......  0.14562 
T-stat.....  -2.3297 
p.val......  0.019824 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  658 


Estimate...  -0.29207 
AI SE......  0.064768 
T-stat.....  -4.5095 
p.val......  6.4974e-06 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  766 


Estimate...  -0.34346 
AI SE......  0.17835 
T-stat.....  -1.9257 
p.val......  0.054139 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  11592 


Estimate...  -0.38065 
AI SE......  0.059283 
T-stat.....  -6.421 
p.val......  1.3541e-10 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3806543


s: 889 

Estimate...  -0.40229 
AI SE......  0.065857 
T-stat.....  -6.1085 
p.val......  1.0057e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  723 


Estimate...  -0.45735 
AI SE......  0.13792 
T-stat.....  -3.3159 
p.val......  0.00091339 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  663 


Estimate...  -0.32482 
AI SE......  0.057684 
T-stat.....  -5.6311 
p.val......  1.7904e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  771 


Estimate...  -0.53331 
AI SE......  0.15665 
T-stat.....  -3.4046 
p.val......  0.00066272 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  17336 


Estimate...  -0.40049 
AI SE......  0.050986 
T-stat.....  -7.855 
p.val......  3.9968e-15 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4004935


s: 890 

Estimate...  -0.44611 
AI SE......  0.093598 
T-stat.....  -4.7662 
p.val......  1.8771e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  684 


Estimate...  -0.52522 
AI SE......  0.14027 
T-stat.....  -3.7444 
p.val......  0.00018084 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  619 


Estimate...  -0.37062 
AI SE......  0.067403 
T-stat.....  -5.4986 
p.val......  3.8288e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  678 


Estimate...  -0.50628 
AI SE......  0.13574 
T-stat.....  -3.7299 
p.val......  0.00019158 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  23450 


Estimate...  -0.42909 
AI SE......  0.059349 
T-stat.....  -7.23 
p.val......  4.8317e-13 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.4290922


s: 891 

Estimate...  -0.36144 
AI SE......  0.081699 
T-stat.....  -4.424 
p.val......  9.6884e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  658 


Estimate...  -0.44701 
AI SE......  0.14376 
T-stat.....  -3.1094 
p.val......  0.0018746 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  602 


Estimate...  -0.26489 
AI SE......  0.061324 
T-stat.....  -4.3194 
p.val......  1.5642e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  710 


Estimate...  -0.37692 
AI SE......  0.12240 
T-stat.....  -3.0793 
p.val......  0.0020746 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  24008 


Estimate...  -0.40043 
AI SE......  0.070159 
T-stat.....  -5.7074 
p.val......  1.1472e-08 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.4004268


s: 892 

Estimate...  -0.51117 
AI SE......  0.076444 
T-stat.....  -6.6869 
p.val......  2.2796e-11 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  666 


Estimate...  -0.42027 
AI SE......  0.12350 
T-stat.....  -3.4029 
p.val......  0.00066675 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  622 


Estimate...  -0.36073 
AI SE......  0.068652 
T-stat.....  -5.2544 
p.val......  1.4850e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  742 


Estimate...  -0.5356 
AI SE......  0.16308 
T-stat.....  -3.2843 
p.val......  0.0010222 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  17344 


Estimate...  -0.40583 
AI SE......  0.060827 
T-stat.....  -6.6719 
p.val......  2.5249e-11 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.4058343


s: 893 

Estimate...  -0.38573 
AI SE......  0.068909 
T-stat.....  -5.5977 
p.val......  2.1716e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  674 


Estimate...  -0.6264 
AI SE......  0.11368 
T-stat.....  -5.5103 
p.val......  3.5825e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  643 


Estimate...  -0.28649 
AI SE......  0.061605 
T-stat.....  -4.6505 
p.val......  3.3115e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  752 


Estimate...  -0.59844 
AI SE......  0.13866 
T-stat.....  -4.3159 
p.val......  1.5894e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  22906 


Estimate...  -0.41614 
AI SE......  0.059219 
T-stat.....  -7.0271 
p.val......  2.1081e-12 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  523 

          [,1]
[1,] -0.416142


s: 894 

Estimate...  -0.43116 
AI SE......  0.084317 
T-stat.....  -5.1136 
p.val......  3.1612e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  706 


Estimate...  -0.59633 
AI SE......  0.16750 
T-stat.....  -3.5602 
p.val......  0.00037052 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  642 


Estimate...  -0.42946 
AI SE......  0.063712 
T-stat.....  -6.7407 
p.val......  1.5761e-11 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  707 


Estimate...  -0.20872 
AI SE......  0.19448 
T-stat.....  -1.0732 
p.val......  0.28318 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  16163 


Estimate...  -0.36548 
AI SE......  0.054275 
T-stat.....  -6.7339 
p.val......  1.6523e-11 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.3654776


s: 895 

Estimate...  -0.41569 
AI SE......  0.080366 
T-stat.....  -5.1724 
p.val......  2.3107e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  663 


Estimate...  -0.61232 
AI SE......  0.12717 
T-stat.....  -4.8149 
p.val......  1.4724e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  617 


Estimate...  -0.35429 
AI SE......  0.069321 
T-stat.....  -5.1108 
p.val......  3.2086e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  713 


Estimate...  -0.49204 
AI SE......  0.13758 
T-stat.....  -3.5765 
p.val......  0.00034822 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  19710 


Estimate...  -0.41716 
AI SE......  0.04222 
T-stat.....  -9.8806 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4171597


s: 896 

Estimate...  -0.37555 
AI SE......  0.072865 
T-stat.....  -5.1541 
p.val......  2.5487e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  715 


Estimate...  -0.61652 
AI SE......  0.12242 
T-stat.....  -5.0362 
p.val......  4.7488e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  659 


Estimate...  -0.33065 
AI SE......  0.062165 
T-stat.....  -5.319 
p.val......  1.0436e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  745 


Estimate...  -0.71542 
AI SE......  0.12880 
T-stat.....  -5.5544 
p.val......  2.7861e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  20312 


Estimate...  -0.36635 
AI SE......  0.04394 
T-stat.....  -8.3374 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3663457


s: 897 

Estimate...  -0.45148 
AI SE......  0.076706 
T-stat.....  -5.8859 
p.val......  3.9588e-09 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  674 


Estimate...  -0.69865 
AI SE......  0.13396 
T-stat.....  -5.2154 
p.val......  1.8343e-07 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  626 


Estimate...  -0.36727 
AI SE......  0.06613 
T-stat.....  -5.5538 
p.val......  2.7956e-08 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  694 


Estimate...  -0.7673 
AI SE......  0.16552 
T-stat.....  -4.6356 
p.val......  3.5588e-06 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  20862 


Estimate...  -0.38221 
AI SE......  0.048326 
T-stat.....  -7.9089 
p.val......  2.6645e-15 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.3822062


s: 898 

Estimate...  -0.35442 
AI SE......  0.075752 
T-stat.....  -4.6786 
p.val......  2.8881e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  683 


Estimate...  -0.62221 
AI SE......  0.14603 
T-stat.....  -4.2608 
p.val......  2.0368e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  628 


Estimate...  -0.33895 
AI SE......  0.077315 
T-stat.....  -4.384 
p.val......  1.1651e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  721 


Estimate...  -0.40251 
AI SE......  0.18127 
T-stat.....  -2.2206 
p.val......  0.026381 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  16217 


Estimate...  -0.37722 
AI SE......  0.071332 
T-stat.....  -5.2883 
p.val......  1.2347e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

          [,1]
[1,] -0.377225


s: 899 

Estimate...  -0.48469 
AI SE......  0.071146 
T-stat.....  -6.8126 
p.val......  9.5841e-12 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  676 


Estimate...  -0.51643 
AI SE......  0.091896 
T-stat.....  -5.6197 
p.val......  1.9131e-08 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  660 


Estimate...  -0.363 
AI SE......  0.059683 
T-stat.....  -6.0821 
p.val......  1.1858e-09 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  754 


Estimate...  -0.57979 
AI SE......  0.14813 
T-stat.....  -3.914 
p.val......  9.0768e-05 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  18393 


Estimate...  -0.38481 
AI SE......  0.053553 
T-stat.....  -7.1856 
p.val......  6.6902e-13 

Original number of observations..............  1000 
Original number of treated obs...............  525 
Matched number of observations...............  525 
Matched number of observations  (unweighted).  525 

           [,1]
[1,] -0.3848085


s: 900 

Estimate...  -0.42985 
AI SE......  0.086816 
T-stat.....  -4.9513 
p.val......  7.3734e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  657 


Estimate...  -0.41521 
AI SE......  0.17143 
T-stat.....  -2.4221 
p.val......  0.015433 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  620 


Estimate...  -0.33672 
AI SE......  0.069421 
T-stat.....  -4.8504 
p.val......  1.2322e-06 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  707 


Estimate...  -0.42654 
AI SE......  0.13909 
T-stat.....  -3.0667 
p.val......  0.0021645 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  22897 


Estimate...  -0.38494 
AI SE......  0.073595 
T-stat.....  -5.2305 
p.val......  1.6905e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

           [,1]
[1,] -0.3849371


s: 901 

Estimate...  -0.29068 
AI SE......  0.067733 
T-stat.....  -4.2916 
p.val......  1.7738e-05 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  711 


Estimate...  -0.42977 
AI SE......  0.13812 
T-stat.....  -3.1116 
p.val......  0.0018605 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  653 


Estimate...  -0.36886 
AI SE......  0.058564 
T-stat.....  -6.2985 
p.val......  3.0061e-10 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  709 


Estimate...  -0.44041 
AI SE......  0.16793 
T-stat.....  -2.6225 
p.val......  0.0087281 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  16722 


Estimate...  -0.36743 
AI SE......  0.053515 
T-stat.....  -6.8659 
p.val......  6.6063e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.3674332


s: 902 

Estimate...  -0.32951 
AI SE......  0.072536 
T-stat.....  -4.5426 
p.val......  5.5561e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  652 


Estimate...  -0.61451 
AI SE......  0.12301 
T-stat.....  -4.9955 
p.val......  5.8673e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  608 


Estimate...  -0.35694 
AI SE......  0.070106 
T-stat.....  -5.0914 
p.val......  3.5543e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  679 


Estimate...  -0.44056 
AI SE......  0.19631 
T-stat.....  -2.2442 
p.val......  0.024816 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  17590 


Estimate...  -0.41089 
AI SE......  0.066013 
T-stat.....  -6.2244 
p.val......  4.8338e-10 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4108915


s: 903 

Estimate...  -0.39397 
AI SE......  0.072505 
T-stat.....  -5.4337 
p.val......  5.5208e-08 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  670 


Estimate...  -0.47898 
AI SE......  0.10110 
T-stat.....  -4.7379 
p.val......  2.1591e-06 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  641 


Estimate...  -0.40176 
AI SE......  0.058265 
T-stat.....  -6.8954 
p.val......  5.3724e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  715 


Estimate...  -0.54101 
AI SE......  0.15557 
T-stat.....  -3.4776 
p.val......  0.00050586 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  18150 


Estimate...  -0.40989 
AI SE......  0.051801 
T-stat.....  -7.9128 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.4098905


s: 904 

Estimate...  -0.33023 
AI SE......  0.071036 
T-stat.....  -4.6488 
p.val......  3.3381e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  644 


Estimate...  -0.56872 
AI SE......  0.13072 
T-stat.....  -4.3505 
p.val......  1.3582e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  610 


Estimate...  -0.35985 
AI SE......  0.061174 
T-stat.....  -5.8824 
p.val......  4.0441e-09 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  714 


Estimate...  -0.72465 
AI SE......  0.14407 
T-stat.....  -5.0299 
p.val......  4.9071e-07 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  17911 


Estimate...  -0.4042 
AI SE......  0.034361 
T-stat.....  -11.763 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4042025


s: 905 

Estimate...  -0.36678 
AI SE......  0.075332 
T-stat.....  -4.8689 
p.val......  1.1224e-06 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  664 


Estimate...  -0.38441 
AI SE......  0.15201 
T-stat.....  -2.5289 
p.val......  0.011443 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  623 


Estimate...  -0.36567 
AI SE......  0.059566 
T-stat.....  -6.139 
p.val......  8.307e-10 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  693 


Estimate...  -0.50278 
AI SE......  0.14585 
T-stat.....  -3.4472 
p.val......  0.00056653 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  22918 


Estimate...  -0.38784 
AI SE......  0.053047 
T-stat.....  -7.3112 
p.val......  2.6468e-13 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.3878398


s: 906 

Estimate...  -0.25496 
AI SE......  0.092054 
T-stat.....  -2.7697 
p.val......  0.0056107 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  664 


Estimate...  -0.29349 
AI SE......  0.13401 
T-stat.....  -2.19 
p.val......  0.028524 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  639 


Estimate...  -0.42821 
AI SE......  0.070688 
T-stat.....  -6.0578 
p.val......  1.38e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  698 


Estimate...  -0.19185 
AI SE......  0.14625 
T-stat.....  -1.3118 
p.val......  0.18958 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  16688 


Estimate...  -0.37321 
AI SE......  0.050639 
T-stat.....  -7.37 
p.val......  1.7075e-13 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.3732082


s: 907 

Estimate...  -0.43307 
AI SE......  0.084709 
T-stat.....  -5.1125 
p.val......  3.1795e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  719 


Estimate...  -0.5719 
AI SE......  0.13601 
T-stat.....  -4.205 
p.val......  2.6111e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  635 


Estimate...  -0.37206 
AI SE......  0.071917 
T-stat.....  -5.1734 
p.val......  2.2988e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  749 


Estimate...  -0.30096 
AI SE......  0.14647 
T-stat.....  -2.0547 
p.val......  0.039903 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  19704 


Estimate...  -0.37376 
AI SE......  0.041389 
T-stat.....  -9.0305 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3737596


s: 908 

Estimate...  -0.37039 
AI SE......  0.068751 
T-stat.....  -5.3874 
p.val......  7.1493e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  684 


Estimate...  -0.67946 
AI SE......  0.13924 
T-stat.....  -4.8799 
p.val......  1.0613e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  625 


Estimate...  -0.30373 
AI SE......  0.065265 
T-stat.....  -4.6538 
p.val......  3.2586e-06 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  695 


Estimate...  -0.16934 
AI SE......  0.18227 
T-stat.....  -0.92902 
p.val......  0.35288 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  17029 


Estimate...  -0.34731 
AI SE......  0.063893 
T-stat.....  -5.4359 
p.val......  5.4533e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3473136


s: 909 

Estimate...  -0.52259 
AI SE......  0.083317 
T-stat.....  -6.2723 
p.val......  3.5564e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  673 


Estimate...  -0.55817 
AI SE......  0.12759 
T-stat.....  -4.3746 
p.val......  1.2165e-05 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  623 


Estimate...  -0.39754 
AI SE......  0.064503 
T-stat.....  -6.1631 
p.val......  7.1318e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  701 


Estimate...  -0.37007 
AI SE......  0.10457 
T-stat.....  -3.5388 
p.val......  0.00040195 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  23807 


Estimate...  -0.3949 
AI SE......  0.043287 
T-stat.....  -9.1228 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3949005


s: 910 

Estimate...  -0.35071 
AI SE......  0.070162 
T-stat.....  -4.9986 
p.val......  5.7758e-07 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  667 


Estimate...  -0.41759 
AI SE......  0.15507 
T-stat.....  -2.6930 
p.val......  0.007082 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  619 


Estimate...  -0.40201 
AI SE......  0.06135 
T-stat.....  -6.5528 
p.val......  5.6462e-11 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  710 


Estimate...  -0.39319 
AI SE......  0.13902 
T-stat.....  -2.8283 
p.val......  0.004679 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  18376 


Estimate...  -0.40146 
AI SE......  0.063972 
T-stat.....  -6.2756 
p.val......  3.4831e-10 

Original number of observations..............  1000 
Original number of treated obs...............  499 
Matched number of observations...............  499 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.4014649


s: 911 

Estimate...  -0.32661 
AI SE......  0.071566 
T-stat.....  -4.5638 
p.val......  5.0239e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  680 


Estimate...  -0.62082 
AI SE......  0.098411 
T-stat.....  -6.3084 
p.val......  2.8198e-10 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  642 


Estimate...  -0.38912 
AI SE......  0.064024 
T-stat.....  -6.0777 
p.val......  1.2193e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  730 


Estimate...  -0.43413 
AI SE......  0.11333 
T-stat.....  -3.8307 
p.val......  0.00012777 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  26060 


Estimate...  -0.38294 
AI SE......  0.052735 
T-stat.....  -7.2615 
p.val......  3.8280e-13 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3829383


s: 912 

Estimate...  -0.36995 
AI SE......  0.06692 
T-stat.....  -5.5283 
p.val......  3.234e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  695 


Estimate...  -0.48406 
AI SE......  0.12680 
T-stat.....  -3.8175 
p.val......  0.00013483 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  632 


Estimate...  -0.41074 
AI SE......  0.060395 
T-stat.....  -6.8009 
p.val......  1.0397e-11 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  741 


Estimate...  -0.31397 
AI SE......  0.15489 
T-stat.....  -2.027 
p.val......  0.042662 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  20526 


Estimate...  -0.39415 
AI SE......  0.04788 
T-stat.....  -8.2321 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3941521


s: 913 

Estimate...  -0.41141 
AI SE......  0.085652 
T-stat.....  -4.8033 
p.val......  1.5608e-06 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  710 


Estimate...  -0.49615 
AI SE......  0.13967 
T-stat.....  -3.5524 
p.val......  0.00038168 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  645 


Estimate...  -0.38404 
AI SE......  0.068917 
T-stat.....  -5.5725 
p.val......  2.5111e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  732 


Estimate...  -0.38063 
AI SE......  0.12023 
T-stat.....  -3.1658 
p.val......  0.0015464 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  21972 


Estimate...  -0.39251 
AI SE......  0.063188 
T-stat.....  -6.2118 
p.val......  5.2373e-10 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3925133


s: 914 

Estimate...  -0.36663 
AI SE......  0.069787 
T-stat.....  -5.2535 
p.val......  1.492e-07 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  703 


Estimate...  -0.42163 
AI SE......  0.13832 
T-stat.....  -3.0482 
p.val......  0.0023021 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  648 


Estimate...  -0.29651 
AI SE......  0.061513 
T-stat.....  -4.8204 
p.val......  1.4329e-06 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  731 


Estimate...  -0.4339 
AI SE......  0.20709 
T-stat.....  -2.0952 
p.val......  0.036153 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  13911 


Estimate...  -0.37802 
AI SE......  0.036981 
T-stat.....  -10.222 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3780192


s: 915 

Estimate...  -0.33695 
AI SE......  0.067068 
T-stat.....  -5.024 
p.val......  5.0606e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  681 


Estimate...  -0.45488 
AI SE......  0.11977 
T-stat.....  -3.7979 
p.val......  0.00014594 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  637 


Estimate...  -0.34850 
AI SE......  0.064546 
T-stat.....  -5.3993 
p.val......  6.6895e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  740 


Estimate...  -0.64415 
AI SE......  0.13675 
T-stat.....  -4.7104 
p.val......  2.4721e-06 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  23348 


Estimate...  -0.41108 
AI SE......  0.05387 
T-stat.....  -7.631 
p.val......  2.3315e-14 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.4110842


s: 916 

Estimate...  -0.31387 
AI SE......  0.067451 
T-stat.....  -4.6533 
p.val......  3.2666e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  667 


Estimate...  -0.55663 
AI SE......  0.14769 
T-stat.....  -3.7688 
p.val......  0.00016402 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  618 


Estimate...  -0.37649 
AI SE......  0.062757 
T-stat.....  -5.9992 
p.val......  1.9828e-09 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  717 


Estimate...  -0.24993 
AI SE......  0.20253 
T-stat.....  -1.234 
p.val......  0.2172 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  13265 


Estimate...  -0.39612 
AI SE......  0.046684 
T-stat.....  -8.485 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.3961167


s: 917 

Estimate...  -0.38758 
AI SE......  0.090123 
T-stat.....  -4.3006 
p.val......  1.7034e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  690 


Estimate...  -0.41109 
AI SE......  0.18415 
T-stat.....  -2.2324 
p.val......  0.025588 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  643 


Estimate...  -0.35852 
AI SE......  0.073289 
T-stat.....  -4.8919 
p.val......  9.9872e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  755 


Estimate...  -0.15640 
AI SE......  0.16771 
T-stat.....  -0.9326 
p.val......  0.35102 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  18596 


Estimate...  -0.43505 
AI SE......  0.072214 
T-stat.....  -6.0245 
p.val......  1.6965e-09 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.4350525


s: 918 

Estimate...  -0.34469 
AI SE......  0.06137 
T-stat.....  -5.6166 
p.val......  1.9475e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  666 


Estimate...  -0.68052 
AI SE......  0.15365 
T-stat.....  -4.4289 
p.val......  9.4713e-06 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  623 


Estimate...  -0.34677 
AI SE......  0.062082 
T-stat.....  -5.5857 
p.val......  2.3277e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  725 


Estimate...  -0.45183 
AI SE......  0.15568 
T-stat.....  -2.9024 
p.val......  0.0037037 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  18847 


Estimate...  -0.35545 
AI SE......  0.05775 
T-stat.....  -6.1549 
p.val......  7.5133e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.3554471


s: 919 

Estimate...  -0.4835 
AI SE......  0.075307 
T-stat.....  -6.4203 
p.val......  1.3597e-10 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  740 


Estimate...  -0.50699 
AI SE......  0.11624 
T-stat.....  -4.3614 
p.val......  1.2923e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  647 


Estimate...  -0.29148 
AI SE......  0.065537 
T-stat.....  -4.4476 
p.val......  8.6845e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  749 


Estimate...  -0.28152 
AI SE......  0.12458 
T-stat.....  -2.2598 
p.val......  0.023833 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  25933 


Estimate...  -0.44884 
AI SE......  0.073497 
T-stat.....  -6.107 
p.val......  1.0155e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.4488401


s: 920 

Estimate...  -0.43668 
AI SE......  0.072039 
T-stat.....  -6.0617 
p.val......  1.3466e-09 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  701 


Estimate...  -0.47686 
AI SE......  0.11185 
T-stat.....  -4.2635 
p.val......  2.0128e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  664 


Estimate...  -0.44122 
AI SE......  0.064268 
T-stat.....  -6.8653 
p.val......  6.6349e-12 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  718 


Estimate...  -0.64837 
AI SE......  0.19656 
T-stat.....  -3.2985 
p.val......  0.00097198 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  15872 


Estimate...  -0.40999 
AI SE......  0.049832 
T-stat.....  -8.2274 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.4099935


s: 921 

Estimate...  -0.38735 
AI SE......  0.07234 
T-stat.....  -5.3545 
p.val......  8.5771e-08 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  700 


Estimate...  -0.43099 
AI SE......  0.12926 
T-stat.....  -3.3342 
p.val......  0.00085533 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  639 


Estimate...  -0.33549 
AI SE......  0.064883 
T-stat.....  -5.1707 
p.val......  2.3322e-07 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  734 


Estimate...  -0.41646 
AI SE......  0.13091 
T-stat.....  -3.1814 
p.val......  0.0014659 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  20590 


Estimate...  -0.38659 
AI SE......  0.059758 
T-stat.....  -6.4693 
p.val......  9.848e-11 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3865908


s: 922 

Estimate...  -0.4367 
AI SE......  0.077057 
T-stat.....  -5.6672 
p.val......  1.4511e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  667 


Estimate...  -0.61173 
AI SE......  0.11508 
T-stat.....  -5.3158 
p.val......  1.0618e-07 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  615 


Estimate...  -0.40420 
AI SE......  0.066296 
T-stat.....  -6.097 
p.val......  1.0807e-09 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  701 


Estimate...  -0.38688 
AI SE......  0.11160 
T-stat.....  -3.4667 
p.val......  0.00052684 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  24275 


Estimate...  -0.42316 
AI SE......  0.061414 
T-stat.....  -6.8902 
p.val......  5.5695e-12 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.4231561


s: 923 

Estimate...  -0.34235 
AI SE......  0.06646 
T-stat.....  -5.1511 
p.val......  2.5891e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  700 


Estimate...  -0.45859 
AI SE......  0.13943 
T-stat.....  -3.2890 
p.val......  0.0010053 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  643 


Estimate...  -0.31376 
AI SE......  0.062272 
T-stat.....  -5.0386 
p.val......  4.6904e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  734 


Estimate...  -0.49635 
AI SE......  0.12637 
T-stat.....  -3.9277 
p.val......  8.575e-05 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  18833 


Estimate...  -0.34523 
AI SE......  0.068257 
T-stat.....  -5.0578 
p.val......  4.2407e-07 

Original number of observations..............  1000 
Original number of treated obs...............  529 
Matched number of observations...............  529 
Matched number of observations  (unweighted).  545 

           [,1]
[1,] -0.3452328


s: 924 

Estimate...  -0.44139 
AI SE......  0.079204 
T-stat.....  -5.5729 
p.val......  2.5057e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  675 


Estimate...  -0.64142 
AI SE......  0.15612 
T-stat.....  -4.1084 
p.val......  3.9834e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  591 


Estimate...  -0.40293 
AI SE......  0.06234 
T-stat.....  -6.4636 
p.val......  1.0227e-10 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  700 


Estimate...  -0.3347 
AI SE......  0.15128 
T-stat.....  -2.2124 
p.val......  0.026937 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  19470 


Estimate...  -0.42139 
AI SE......  0.054461 
T-stat.....  -7.7374 
p.val......  1.0214e-14 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4213901


s: 925 

Estimate...  -0.30711 
AI SE......  0.08332 
T-stat.....  -3.6860 
p.val......  0.00022785 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  696 


Estimate...  -0.32652 
AI SE......  0.15991 
T-stat.....  -2.0419 
p.val......  0.041162 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  657 


Estimate...  -0.47635 
AI SE......  0.064615 
T-stat.....  -7.3721 
p.val......  1.6787e-13 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  715 


Estimate...  -0.62624 
AI SE......  0.13029 
T-stat.....  -4.8065 
p.val......  1.5363e-06 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  21073 


Estimate...  -0.38504 
AI SE......  0.051731 
T-stat.....  -7.4432 
p.val......  9.8366e-14 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

         [,1]
[1,] -0.38504


s: 926 

Estimate...  -0.35510 
AI SE......  0.072477 
T-stat.....  -4.8995 
p.val......  9.606e-07 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  668 


Estimate...  -0.68071 
AI SE......  0.12171 
T-stat.....  -5.593 
p.val......  2.2321e-08 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  628 


Estimate...  -0.42026 
AI SE......  0.062906 
T-stat.....  -6.6807 
p.val......  2.3778e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  716 


Estimate...  -0.43398 
AI SE......  0.14888 
T-stat.....  -2.9151 
p.val......  0.0035561 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  18553 


Estimate...  -0.41331 
AI SE......  0.05343 
T-stat.....  -7.7356 
p.val......  1.0214e-14 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  498 

           [,1]
[1,] -0.4133119


s: 927 

Estimate...  -0.35172 
AI SE......  0.073275 
T-stat.....  -4.8000 
p.val......  1.5871e-06 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  693 


Estimate...  -0.32418 
AI SE......  0.13558 
T-stat.....  -2.3910 
p.val......  0.016801 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  638 


Estimate...  -0.34012 
AI SE......  0.064562 
T-stat.....  -5.2681 
p.val......  1.3783e-07 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  674 


Estimate...  -0.47235 
AI SE......  0.13035 
T-stat.....  -3.6236 
p.val......  0.00029048 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  18091 


Estimate...  -0.39407 
AI SE......  0.052406 
T-stat.....  -7.5195 
p.val......  5.5067e-14 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.3940717


s: 928 

Estimate...  -0.24134 
AI SE......  0.08366 
T-stat.....  -2.8847 
p.val......  0.0039175 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  701 


Estimate...  -0.56022 
AI SE......  0.15665 
T-stat.....  -3.5763 
p.val......  0.00034848 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  631 


Estimate...  -0.2767 
AI SE......  0.066856 
T-stat.....  -4.1388 
p.val......  3.4920e-05 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  736 


Estimate...  -0.60473 
AI SE......  0.2303 
T-stat.....  -2.6258 
p.val......  0.0086436 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  13948 


Estimate...  -0.34781 
AI SE......  0.060752 
T-stat.....  -5.7251 
p.val......  1.0340e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3478114


s: 929 

Estimate...  -0.28112 
AI SE......  0.074492 
T-stat.....  -3.7739 
p.val......  0.00016074 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  635 


Estimate...  -0.47028 
AI SE......  0.12283 
T-stat.....  -3.8285 
p.val......  0.00012892 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  611 


Estimate...  -0.3753 
AI SE......  0.06969 
T-stat.....  -5.3853 
p.val......  7.2313e-08 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  699 


Estimate...  -0.34761 
AI SE......  0.14645 
T-stat.....  -2.3735 
p.val......  0.017620 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  21355 


Estimate...  -0.38796 
AI SE......  0.060929 
T-stat.....  -6.3673 
p.val......  1.9237e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

          [,1]
[1,] -0.387956


s: 930 

Estimate...  -0.46032 
AI SE......  0.07365 
T-stat.....  -6.2501 
p.val......  4.1015e-10 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  693 


Estimate...  -0.49002 
AI SE......  0.11553 
T-stat.....  -4.2416 
p.val......  2.2197e-05 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  593 


Estimate...  -0.40564 
AI SE......  0.07126 
T-stat.....  -5.6925 
p.val......  1.2521e-08 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  710 


Estimate...  -0.43053 
AI SE......  0.11126 
T-stat.....  -3.8695 
p.val......  0.00010906 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  25200 


Estimate...  -0.39027 
AI SE......  0.049662 
T-stat.....  -7.8585 
p.val......  3.9968e-15 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.3902714


s: 931 

Estimate...  -0.44162 
AI SE......  0.077377 
T-stat.....  -5.7074 
p.val......  1.1473e-08 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  710 


Estimate...  -0.62337 
AI SE......  0.14740 
T-stat.....  -4.2292 
p.val......  2.3455e-05 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  652 


Estimate...  -0.3626 
AI SE......  0.073602 
T-stat.....  -4.9264 
p.val......  8.3749e-07 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  710 


Estimate...  -0.74163 
AI SE......  0.15922 
T-stat.....  -4.6579 
p.val......  3.1943e-06 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  17205 


Estimate...  -0.37737 
AI SE......  0.061752 
T-stat.....  -6.111 
p.val......  9.9022e-10 

Original number of observations..............  1000 
Original number of treated obs...............  528 
Matched number of observations...............  528 
Matched number of observations  (unweighted).  528 

          [,1]
[1,] -0.377365


s: 932 

Estimate...  -0.30469 
AI SE......  0.079573 
T-stat.....  -3.829 
p.val......  0.00012867 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  685 


Estimate...  -0.26009 
AI SE......  0.15648 
T-stat.....  -1.6621 
p.val......  0.0965 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  676 


Estimate...  -0.33492 
AI SE......  0.062695 
T-stat.....  -5.342 
p.val......  9.1922e-08 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  742 


Estimate...  -0.3094 
AI SE......  0.13552 
T-stat.....  -2.2830 
p.val......  0.022433 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  17665 


Estimate...  -0.34993 
AI SE......  0.041002 
T-stat.....  -8.5345 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.3499349


s: 933 

Estimate...  -0.45294 
AI SE......  0.069405 
T-stat.....  -6.526 
p.val......  6.7546e-11 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  667 


Estimate...  -0.51576 
AI SE......  0.13449 
T-stat.....  -3.835 
p.val......  0.00012555 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  641 


Estimate...  -0.3281 
AI SE......  0.057861 
T-stat.....  -5.6705 
p.val......  1.4238e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  719 


Estimate...  -0.44434 
AI SE......  0.18125 
T-stat.....  -2.4516 
p.val......  0.014223 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  18411 


Estimate...  -0.41566 
AI SE......  0.048911 
T-stat.....  -8.4982 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4156594


s: 934 

Estimate...  -0.43366 
AI SE......  0.075525 
T-stat.....  -5.7419 
p.val......  9.362e-09 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  648 


Estimate...  -0.44518 
AI SE......  0.11634 
T-stat.....  -3.8265 
p.val......  0.00012997 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  617 


Estimate...  -0.40598 
AI SE......  0.063109 
T-stat.....  -6.433 
p.val......  1.2513e-10 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  725 


Estimate...  -0.36016 
AI SE......  0.14329 
T-stat.....  -2.5135 
p.val......  0.011955 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  18496 


Estimate...  -0.43543 
AI SE......  0.055295 
T-stat.....  -7.8746 
p.val......  3.3307e-15 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.4354279


s: 935 

Estimate...  -0.37962 
AI SE......  0.067288 
T-stat.....  -5.6417 
p.val......  1.6835e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  708 


Estimate...  -0.38991 
AI SE......  0.11956 
T-stat.....  -3.2612 
p.val......  0.0011094 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  649 


Estimate...  -0.38566 
AI SE......  0.060821 
T-stat.....  -6.3408 
p.val......  2.285e-10 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  737 


Estimate...  -0.52247 
AI SE......  0.13398 
T-stat.....  -3.8997 
p.val......  9.6308e-05 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  19915 


Estimate...  -0.38298 
AI SE......  0.026492 
T-stat.....  -14.456 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3829785


s: 936 

Estimate...  -0.49709 
AI SE......  0.079779 
T-stat.....  -6.2308 
p.val......  4.6397e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  711 


Estimate...  -0.55146 
AI SE......  0.17452 
T-stat.....  -3.1598 
p.val......  0.0015788 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  652 


Estimate...  -0.3541 
AI SE......  0.065013 
T-stat.....  -5.4466 
p.val......  5.134e-08 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  685 


Estimate...  -0.5042 
AI SE......  0.12438 
T-stat.....  -4.0536 
p.val......  5.0438e-05 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  23324 


Estimate...  -0.38885 
AI SE......  0.046729 
T-stat.....  -8.3213 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3888516


s: 937 

Estimate...  -0.29946 
AI SE......  0.075549 
T-stat.....  -3.9638 
p.val......  7.3762e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  690 


Estimate...  -0.30828 
AI SE......  0.17282 
T-stat.....  -1.7838 
p.val......  0.074449 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  621 


Estimate...  -0.31463 
AI SE......  0.064237 
T-stat.....  -4.898 
p.val......  9.6814e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  730 


Estimate...  -0.29303 
AI SE......  0.14002 
T-stat.....  -2.0928 
p.val......  0.03637 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  22497 


Estimate...  -0.38520 
AI SE......  0.025685 
T-stat.....  -14.997 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

          [,1]
[1,] -0.385204


s: 938 

Estimate...  -0.37747 
AI SE......  0.072768 
T-stat.....  -5.1873 
p.val......  2.1341e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  708 


Estimate...  -0.50276 
AI SE......  0.14596 
T-stat.....  -3.4444 
p.val......  0.00057228 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  652 


Estimate...  -0.33968 
AI SE......  0.065393 
T-stat.....  -5.1944 
p.val......  2.0534e-07 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  688 


Estimate...  -0.63223 
AI SE......  0.14365 
T-stat.....  -4.4011 
p.val......  1.0770e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  21987 


Estimate...  -0.39543 
AI SE......  0.048582 
T-stat.....  -8.1395 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3954296


s: 939 

Estimate...  -0.45736 
AI SE......  0.078752 
T-stat.....  -5.8075 
p.val......  6.3394e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  668 


Estimate...  -0.48653 
AI SE......  0.11624 
T-stat.....  -4.1857 
p.val......  2.8427e-05 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  606 


Estimate...  -0.38955 
AI SE......  0.064921 
T-stat.....  -6.0004 
p.val......  1.9681e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  665 


Estimate...  -0.64806 
AI SE......  0.13159 
T-stat.....  -4.9247 
p.val......  8.4473e-07 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  18218 


Estimate...  -0.40169 
AI SE......  0.058678 
T-stat.....  -6.8458 
p.val......  7.6059e-12 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4016938


s: 940 

Estimate...  -0.40882 
AI SE......  0.07496 
T-stat.....  -5.4539 
p.val......  4.9289e-08 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  704 


Estimate...  -0.35737 
AI SE......  0.14496 
T-stat.....  -2.4652 
p.val......  0.013694 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  653 


Estimate...  -0.32548 
AI SE......  0.064628 
T-stat.....  -5.0361 
p.val......  4.75e-07 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  732 


Estimate...  -0.34250 
AI SE......  0.14105 
T-stat.....  -2.4282 
p.val......  0.015175 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  19272 


Estimate...  -0.37684 
AI SE......  0.05965 
T-stat.....  -6.3174 
p.val......  2.6593e-10 

Original number of observations..............  1000 
Original number of treated obs...............  526 
Matched number of observations...............  526 
Matched number of observations  (unweighted).  526 

           [,1]
[1,] -0.3768361


s: 941 

Estimate...  -0.43177 
AI SE......  0.086948 
T-stat.....  -4.9658 
p.val......  6.8415e-07 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  705 


Estimate...  -0.58071 
AI SE......  0.16333 
T-stat.....  -3.5555 
p.val......  0.00037728 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  642 


Estimate...  -0.33148 
AI SE......  0.067649 
T-stat.....  -4.8999 
p.val......  9.5873e-07 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  758 


Estimate...  -0.16295 
AI SE......  0.13496 
T-stat.....  -1.2074 
p.val......  0.22729 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  19971 


Estimate...  -0.40151 
AI SE......  0.055283 
T-stat.....  -7.2628 
p.val......  3.7925e-13 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.4015077


s: 942 

Estimate...  -0.3828 
AI SE......  0.067223 
T-stat.....  -5.6945 
p.val......  1.2374e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  725 


Estimate...  -0.45464 
AI SE......  0.14911 
T-stat.....  -3.0491 
p.val......  0.0022956 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  670 


Estimate...  -0.30425 
AI SE......  0.058196 
T-stat.....  -5.228 
p.val......  1.7136e-07 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  734 


Estimate...  -0.41704 
AI SE......  0.10831 
T-stat.....  -3.8506 
p.val......  0.00011784 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  26334 


Estimate...  -0.43746 
AI SE......  0.062261 
T-stat.....  -7.0262 
p.val......  2.1216e-12 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4374637


s: 943 

Estimate...  -0.45975 
AI SE......  0.086642 
T-stat.....  -5.3064 
p.val......  1.1183e-07 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  701 


Estimate...  -0.40947 
AI SE......  0.17583 
T-stat.....  -2.3288 
p.val......  0.01987 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  643 


Estimate...  -0.4097 
AI SE......  0.064827 
T-stat.....  -6.3198 
p.val......  2.6183e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  741 


Estimate...  -0.21294 
AI SE......  0.19594 
T-stat.....  -1.0868 
p.val......  0.27714 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  18735 


Estimate...  -0.39692 
AI SE......  0.047469 
T-stat.....  -8.3617 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

           [,1]
[1,] -0.3969173


s: 944 

Estimate...  -0.43762 
AI SE......  0.074372 
T-stat.....  -5.8843 
p.val......  3.9979e-09 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  690 


Estimate...  -0.24579 
AI SE......  0.17065 
T-stat.....  -1.4403 
p.val......  0.14979 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  630 


Estimate...  -0.41104 
AI SE......  0.07061 
T-stat.....  -5.8212 
p.val......  5.843e-09 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  702 


Estimate...  -0.59333 
AI SE......  0.12959 
T-stat.....  -4.5786 
p.val......  4.6819e-06 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  22622 


Estimate...  -0.39102 
AI SE......  0.057303 
T-stat.....  -6.8237 
p.val......  8.872e-12 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.3910196


s: 945 

Estimate...  -0.4407 
AI SE......  0.071712 
T-stat.....  -6.1454 
p.val......  7.976e-10 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  675 


Estimate...  -0.5088 
AI SE......  0.12142 
T-stat.....  -4.1903 
p.val......  2.7860e-05 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  621 


Estimate...  -0.3174 
AI SE......  0.059967 
T-stat.....  -5.2929 
p.val......  1.2039e-07 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  710 


Estimate...  -0.32169 
AI SE......  0.14118 
T-stat.....  -2.2785 
p.val......  0.022695 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  18213 


Estimate...  -0.40571 
AI SE......  0.041016 
T-stat.....  -9.8916 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  502 
Matched number of observations...............  502 
Matched number of observations  (unweighted).  502 

           [,1]
[1,] -0.4057105


s: 946 

Estimate...  -0.33011 
AI SE......  0.071791 
T-stat.....  -4.5983 
p.val......  4.2601e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  651 


Estimate...  -0.38039 
AI SE......  0.14628 
T-stat.....  -2.6003 
p.val......  0.0093131 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  634 


Estimate...  -0.41822 
AI SE......  0.069975 
T-stat.....  -5.9766 
p.val......  2.2784e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  745 


Estimate...  -0.3428 
AI SE......  0.12920 
T-stat.....  -2.6532 
p.val......  0.0079739 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  25361 


Estimate...  -0.39503 
AI SE......  0.030781 
T-stat.....  -12.834 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3950306


s: 947 

Estimate...  -0.4311 
AI SE......  0.07301 
T-stat.....  -5.9047 
p.val......  3.5331e-09 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  645 


Estimate...  -0.54588 
AI SE......  0.13144 
T-stat.....  -4.153 
p.val......  3.2818e-05 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  621 


Estimate...  -0.38326 
AI SE......  0.070348 
T-stat.....  -5.4482 
p.val......  5.0896e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  680 


Estimate...  -0.64833 
AI SE......  0.13020 
T-stat.....  -4.9796 
p.val......  6.37e-07 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  20262 


Estimate...  -0.36353 
AI SE......  0.055771 
T-stat.....  -6.5182 
p.val......  7.1142e-11 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3635306


s: 948 

Estimate...  -0.34627 
AI SE......  0.076587 
T-stat.....  -4.5213 
p.val......  6.1464e-06 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  685 


Estimate...  -0.32986 
AI SE......  0.11960 
T-stat.....  -2.7580 
p.val......  0.0058162 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  647 


Estimate...  -0.35452 
AI SE......  0.071258 
T-stat.....  -4.9751 
p.val......  6.52e-07 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  691 


Estimate...  -0.18611 
AI SE......  0.15767 
T-stat.....  -1.1803 
p.val......  0.23786 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  16836 


Estimate...  -0.40164 
AI SE......  0.054347 
T-stat.....  -7.3902 
p.val......  1.4655e-13 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4016368


s: 949 

Estimate...  -0.42071 
AI SE......  0.067976 
T-stat.....  -6.189 
p.val......  6.0536e-10 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  698 


Estimate...  -0.48111 
AI SE......  0.13784 
T-stat.....  -3.4904 
p.val......  0.00048228 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  624 


Estimate...  -0.32621 
AI SE......  0.060697 
T-stat.....  -5.3744 
p.val......  7.6851e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  722 


Estimate...  -0.69405 
AI SE......  0.15692 
T-stat.....  -4.4230 
p.val......  9.736e-06 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  16528 


Estimate...  -0.40246 
AI SE......  0.051968 
T-stat.....  -7.7444 
p.val......  9.548e-15 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.4024616


s: 950 

Estimate...  -0.41968 
AI SE......  0.076971 
T-stat.....  -5.4524 
p.val......  4.9695e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  689 


Estimate...  -0.47778 
AI SE......  0.12709 
T-stat.....  -3.7594 
p.val......  0.00017032 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  650 


Estimate...  -0.36614 
AI SE......  0.068476 
T-stat.....  -5.347 
p.val......  8.94e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  735 


Estimate...  -0.65184 
AI SE......  0.18725 
T-stat.....  -3.4811 
p.val......  0.00049933 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  21782 


Estimate...  -0.3705 
AI SE......  0.027707 
T-stat.....  -13.372 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3705034


s: 951 

Estimate...  -0.34911 
AI SE......  0.07774 
T-stat.....  -4.4907 
p.val......  7.0975e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  712 


Estimate...  -0.45636 
AI SE......  0.13201 
T-stat.....  -3.4569 
p.val......  0.0005464 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  673 


Estimate...  -0.35848 
AI SE......  0.066724 
T-stat.....  -5.3726 
p.val......  7.7592e-08 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  745 


Estimate...  -0.61073 
AI SE......  0.15407 
T-stat.....  -3.9641 
p.val......  7.3685e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  16596 


Estimate...  -0.38991 
AI SE......  0.064174 
T-stat.....  -6.0757 
p.val......  1.2342e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3899062


s: 952 

Estimate...  -0.45354 
AI SE......  0.076592 
T-stat.....  -5.9215 
p.val......  3.1902e-09 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  686 


Estimate...  -0.44601 
AI SE......  0.13811 
T-stat.....  -3.2294 
p.val......  0.0012407 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  642 


Estimate...  -0.40738 
AI SE......  0.065346 
T-stat.....  -6.2342 
p.val......  4.5419e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  727 


Estimate...  -0.47441 
AI SE......  0.12238 
T-stat.....  -3.8766 
p.val......  0.00010593 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  21722 


Estimate...  -0.42035 
AI SE......  0.050782 
T-stat.....  -8.2775 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.4203478


s: 953 

Estimate...  -0.45585 
AI SE......  0.068475 
T-stat.....  -6.6572 
p.val......  2.7913e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  687 


Estimate...  -0.49548 
AI SE......  0.13091 
T-stat.....  -3.7849 
p.val......  0.00015375 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  639 


Estimate...  -0.35222 
AI SE......  0.064217 
T-stat.....  -5.4848 
p.val......  4.1393e-08 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  751 


Estimate...  -0.55841 
AI SE......  0.1579 
T-stat.....  -3.5364 
p.val......  0.00040556 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  18694 


Estimate...  -0.39722 
AI SE......  0.05909 
T-stat.....  -6.7223 
p.val......  1.7886e-11 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3972208


s: 954 

Estimate...  -0.36646 
AI SE......  0.082648 
T-stat.....  -4.434 
p.val......  9.2512e-06 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  675 


Estimate...  -0.37466 
AI SE......  0.12022 
T-stat.....  -3.1165 
p.val......  0.0018304 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  610 


Estimate...  -0.25570 
AI SE......  0.067576 
T-stat.....  -3.7839 
p.val......  0.00015441 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  679 


Estimate...  -0.3413 
AI SE......  0.14373 
T-stat.....  -2.3745 
p.val......  0.017572 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  17940 


Estimate...  -0.34321 
AI SE......  0.06276 
T-stat.....  -5.4686 
p.val......  4.5348e-08 

Original number of observations..............  1000 
Original number of treated obs...............  506 
Matched number of observations...............  506 
Matched number of observations  (unweighted).  506 

           [,1]
[1,] -0.3432094


s: 955 

Estimate...  -0.40710 
AI SE......  0.071258 
T-stat.....  -5.713 
p.val......  1.1101e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  677 


Estimate...  -0.46462 
AI SE......  0.11302 
T-stat.....  -4.1109 
p.val......  3.9415e-05 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  627 


Estimate...  -0.41695 
AI SE......  0.059943 
T-stat.....  -6.9557 
p.val......  3.5081e-12 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  728 


Estimate...  -0.34637 
AI SE......  0.12919 
T-stat.....  -2.6811 
p.val......  0.0073372 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  19009 


Estimate...  -0.39709 
AI SE......  0.066306 
T-stat.....  -5.9887 
p.val......  2.1147e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3970881


s: 956 

Estimate...  -0.39964 
AI SE......  0.065995 
T-stat.....  -6.0556 
p.val......  1.3992e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  700 


Estimate...  -0.17223 
AI SE......  0.17419 
T-stat.....  -0.98874 
p.val......  0.32279 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  642 


Estimate...  -0.32331 
AI SE......  0.064332 
T-stat.....  -5.0257 
p.val......  5.0165e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  743 


Estimate...  -0.49975 
AI SE......  0.11863 
T-stat.....  -4.2128 
p.val......  2.5227e-05 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  26728 


Estimate...  -0.35999 
AI SE......  0.030011 
T-stat.....  -11.995 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3599906


s: 957 

Estimate...  -0.35289 
AI SE......  0.083409 
T-stat.....  -4.2309 
p.val......  2.328e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  670 


Estimate...  -0.50299 
AI SE......  0.17533 
T-stat.....  -2.8689 
p.val......  0.0041193 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  636 


Estimate...  -0.39996 
AI SE......  0.066141 
T-stat.....  -6.0471 
p.val......  1.4747e-09 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  730 


Estimate...  -0.37152 
AI SE......  0.17421 
T-stat.....  -2.1326 
p.val......  0.032956 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  18137 


Estimate...  -0.3604 
AI SE......  0.030149 
T-stat.....  -11.954 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3603989


s: 958 

Estimate...  -0.40766 
AI SE......  0.07954 
T-stat.....  -5.1253 
p.val......  2.9704e-07 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  707 


Estimate...  -0.55116 
AI SE......  0.14966 
T-stat.....  -3.6828 
p.val......  0.00023065 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  624 


Estimate...  -0.4165 
AI SE......  0.076275 
T-stat.....  -5.4605 
p.val......  4.7492e-08 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  728 


Estimate...  -0.39295 
AI SE......  0.15014 
T-stat.....  -2.6171 
p.val......  0.0088678 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  18903 


Estimate...  -0.39647 
AI SE......  0.033244 
T-stat.....  -11.926 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3964702


s: 959 

Estimate...  -0.41556 
AI SE......  0.069801 
T-stat.....  -5.9535 
p.val......  2.6254e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  681 


Estimate...  -0.65252 
AI SE......  0.11827 
T-stat.....  -5.5174 
p.val......  3.4407e-08 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  615 


Estimate...  -0.44106 
AI SE......  0.062831 
T-stat.....  -7.0197 
p.val......  2.2227e-12 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  705 


Estimate...  -0.58728 
AI SE......  0.17205 
T-stat.....  -3.4134 
p.val......  0.00064157 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  16750 


Estimate...  -0.41264 
AI SE......  0.056398 
T-stat.....  -7.3166 
p.val......  2.5424e-13 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.4126379


s: 960 

Estimate...  -0.44909 
AI SE......  0.067921 
T-stat.....  -6.612 
p.val......  3.7909e-11 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  689 


Estimate...  -0.45796 
AI SE......  0.12524 
T-stat.....  -3.6565 
p.val......  0.00025566 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  634 


Estimate...  -0.4473 
AI SE......  0.069 
T-stat.....  -6.4826 
p.val......  9.0177e-11 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  697 


Estimate...  -0.5686 
AI SE......  0.13953 
T-stat.....  -4.0752 
p.val......  4.5979e-05 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  22255 


Estimate...  -0.37703 
AI SE......  0.029681 
T-stat.....  -12.703 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3770295


s: 961 

Estimate...  -0.46574 
AI SE......  0.09153 
T-stat.....  -5.0883 
p.val......  3.6128e-07 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  674 


Estimate...  -0.45748 
AI SE......  0.133 
T-stat.....  -3.4397 
p.val......  0.00058233 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  634 


Estimate...  -0.34686 
AI SE......  0.064807 
T-stat.....  -5.3522 
p.val......  8.6877e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  693 


Estimate...  -0.80138 
AI SE......  0.14676 
T-stat.....  -5.4606 
p.val......  4.7442e-08 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  15562 


Estimate...  -0.38154 
AI SE......  0.061564 
T-stat.....  -6.1975 
p.val......  5.7377e-10 

Original number of observations..............  1000 
Original number of treated obs...............  508 
Matched number of observations...............  508 
Matched number of observations  (unweighted).  508 

           [,1]
[1,] -0.3815424


s: 962 

Estimate...  -0.29747 
AI SE......  0.077032 
T-stat.....  -3.8616 
p.val......  0.00011265 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  661 


Estimate...  -0.37972 
AI SE......  0.15550 
T-stat.....  -2.4419 
p.val......  0.014610 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  613 


Estimate...  -0.29252 
AI SE......  0.067473 
T-stat.....  -4.3354 
p.val......  1.4549e-05 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  690 


Estimate...  0.046982 
AI SE......  0.16898 
T-stat.....  0.27802 
p.val......  0.781 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  17134 


Estimate...  -0.36726 
AI SE......  0.061022 
T-stat.....  -6.0184 
p.val......  1.7611e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

           [,1]
[1,] -0.3672578


s: 963 

Estimate...  -0.45396 
AI SE......  0.084236 
T-stat.....  -5.3892 
p.val......  7.0781e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  691 


Estimate...  -0.83231 
AI SE......  0.14562 
T-stat.....  -5.7157 
p.val......  1.0928e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  587 


Estimate...  -0.35995 
AI SE......  0.05867 
T-stat.....  -6.1352 
p.val......  8.5077e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  686 


Estimate...  -0.52682 
AI SE......  0.17624 
T-stat.....  -2.9892 
p.val......  0.0027974 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  15978 


Estimate...  -0.44384 
AI SE......  0.07419 
T-stat.....  -5.9825 
p.val......  2.1974e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.4438377


s: 964 

Estimate...  -0.45508 
AI SE......  0.072858 
T-stat.....  -6.2461 
p.val......  4.2073e-10 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  667 


Estimate...  -0.5148 
AI SE......  0.11023 
T-stat.....  -4.6702 
p.val......  3.0094e-06 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  636 


Estimate...  -0.39441 
AI SE......  0.065953 
T-stat.....  -5.9802 
p.val......  2.2293e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  733 


Estimate...  -0.57267 
AI SE......  0.14682 
T-stat.....  -3.9006 
p.val......  9.597e-05 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  18324 


Estimate...  -0.41640 
AI SE......  0.060778 
T-stat.....  -6.8511 
p.val......  7.3266e-12 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4163956


s: 965 

Estimate...  -0.33131 
AI SE......  0.072735 
T-stat.....  -4.555 
p.val......  5.2388e-06 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  723 


Estimate...  -0.33221 
AI SE......  0.14156 
T-stat.....  -2.3467 
p.val......  0.018940 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  670 


Estimate...  -0.27648 
AI SE......  0.068851 
T-stat.....  -4.0156 
p.val......  5.9301e-05 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  712 


Estimate...  -0.57358 
AI SE......  0.18322 
T-stat.....  -3.1305 
p.val......  0.0017453 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  12430 


Estimate...  -0.3955 
AI SE......  0.056984 
T-stat.....  -6.9405 
p.val......  3.9078e-12 

Original number of observations..............  1000 
Original number of treated obs...............  517 
Matched number of observations...............  517 
Matched number of observations  (unweighted).  517 

           [,1]
[1,] -0.3954991


s: 966 

Estimate...  -0.43846 
AI SE......  0.077463 
T-stat.....  -5.6603 
p.val......  1.5110e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  716 


Estimate...  -0.53275 
AI SE......  0.14126 
T-stat.....  -3.7715 
p.val......  0.00016225 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  618 


Estimate...  -0.35913 
AI SE......  0.066901 
T-stat.....  -5.368 
p.val......  7.9591e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  708 


Estimate...  -0.60077 
AI SE......  0.13887 
T-stat.....  -4.3261 
p.val......  1.5174e-05 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  18125 


Estimate...  -0.41971 
AI SE......  0.065374 
T-stat.....  -6.4201 
p.val......  1.3616e-10 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.4197112


s: 967 

Estimate...  -0.36110 
AI SE......  0.084993 
T-stat.....  -4.2487 
p.val......  2.1506e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  670 


Estimate...  -0.79037 
AI SE......  0.18108 
T-stat.....  -4.3648 
p.val......  1.2724e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  657 


Estimate...  -0.34402 
AI SE......  0.064064 
T-stat.....  -5.37 
p.val......  7.8742e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  721 


Estimate...  -0.086309 
AI SE......  0.13681 
T-stat.....  -0.63088 
p.val......  0.52812 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  19658 


Estimate...  -0.41098 
AI SE......  0.074224 
T-stat.....  -5.5371 
p.val......  3.0753e-08 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.4109844


s: 968 

Estimate...  -0.43677 
AI SE......  0.068436 
T-stat.....  -6.3821 
p.val......  1.7464e-10 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  676 


Estimate...  -0.3784 
AI SE......  0.14168 
T-stat.....  -2.6708 
p.val......  0.0075674 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  627 


Estimate...  -0.31264 
AI SE......  0.062608 
T-stat.....  -4.9937 
p.val......  5.9237e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  696 


Estimate...  -0.39626 
AI SE......  0.13044 
T-stat.....  -3.0378 
p.val......  0.0023829 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  24161 


Estimate...  -0.41942 
AI SE......  0.056176 
T-stat.....  -7.4663 
p.val......  8.2379e-14 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.4194245


s: 969 

Estimate...  -0.49805 
AI SE......  0.093888 
T-stat.....  -5.3047 
p.val......  1.1285e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  606 


Estimate...  -0.62379 
AI SE......  0.11791 
T-stat.....  -5.2903 
p.val......  1.2214e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  603 


Estimate...  -0.27876 
AI SE......  0.06908 
T-stat.....  -4.0353 
p.val......  5.4524e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  641 


Estimate...  -0.49462 
AI SE......  0.14291 
T-stat.....  -3.461 
p.val......  0.00053814 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  17875 


Estimate...  -0.38851 
AI SE......  0.054346 
T-stat.....  -7.1489 
p.val......  8.7508e-13 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3885088


s: 970 

Estimate...  -0.40108 
AI SE......  0.067398 
T-stat.....  -5.951 
p.val......  2.666e-09 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  714 


Estimate...  -0.50952 
AI SE......  0.10986 
T-stat.....  -4.6377 
p.val......  3.5223e-06 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  671 


Estimate...  -0.28791 
AI SE......  0.060205 
T-stat.....  -4.7821 
p.val......  1.7345e-06 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  743 


Estimate...  -0.57587 
AI SE......  0.12905 
T-stat.....  -4.4623 
p.val......  8.1092e-06 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  20170 


Estimate...  -0.40766 
AI SE......  0.050177 
T-stat.....  -8.1243 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  547 
Matched number of observations...............  547 
Matched number of observations  (unweighted).  547 

           [,1]
[1,] -0.4076569


s: 971 

Estimate...  -0.44838 
AI SE......  0.073473 
T-stat.....  -6.1026 
p.val......  1.0433e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  682 


Estimate...  -0.44751 
AI SE......  0.1143 
T-stat.....  -3.9152 
p.val......  9.0328e-05 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  607 


Estimate...  -0.41027 
AI SE......  0.07109 
T-stat.....  -5.7711 
p.val......  7.8733e-09 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  698 


Estimate...  -0.39020 
AI SE......  0.13128 
T-stat.....  -2.9723 
p.val......  0.0029559 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  24067 


Estimate...  -0.39929 
AI SE......  0.038294 
T-stat.....  -10.427 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3992888


s: 972 

Estimate...  -0.41347 
AI SE......  0.073339 
T-stat.....  -5.6378 
p.val......  1.7219e-08 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  697 


Estimate...  -0.67282 
AI SE......  0.12920 
T-stat.....  -5.2077 
p.val......  1.9115e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  630 


Estimate...  -0.34267 
AI SE......  0.066741 
T-stat.....  -5.1343 
p.val......  2.832e-07 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  756 


Estimate...  -0.28463 
AI SE......  0.12942 
T-stat.....  -2.1993 
p.val......  0.027858 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  21095 


Estimate...  -0.39345 
AI SE......  0.031198 
T-stat.....  -12.611 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  514 
Matched number of observations...............  514 
Matched number of observations  (unweighted).  514 

          [,1]
[1,] -0.393451


s: 973 

Estimate...  -0.47935 
AI SE......  0.071023 
T-stat.....  -6.7492 
p.val......  1.4862e-11 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  699 


Estimate...  -0.49758 
AI SE......  0.13139 
T-stat.....  -3.787 
p.val......  0.00015247 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  649 


Estimate...  -0.3716 
AI SE......  0.070502 
T-stat.....  -5.2708 
p.val......  1.3584e-07 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  701 


Estimate...  -0.55606 
AI SE......  0.20360 
T-stat.....  -2.7312 
p.val......  0.0063109 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  15659 


Estimate...  -0.41637 
AI SE......  0.053577 
T-stat.....  -7.7714 
p.val......  7.7716e-15 

Original number of observations..............  1000 
Original number of treated obs...............  505 
Matched number of observations...............  505 
Matched number of observations  (unweighted).  505 

         [,1]
[1,] -0.41637


s: 974 

Estimate...  -0.31955 
AI SE......  0.085556 
T-stat.....  -3.735 
p.val......  0.00018771 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  695 


Estimate...  -0.50476 
AI SE......  0.13579 
T-stat.....  -3.7172 
p.val......  0.00020144 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  626 


Estimate...  -0.4016 
AI SE......  0.066202 
T-stat.....  -6.0664 
p.val......  1.3084e-09 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  723 


Estimate...  -0.54015 
AI SE......  0.17691 
T-stat.....  -3.0532 
p.val......  0.0022645 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  16321 


Estimate...  -0.40053 
AI SE......  0.056266 
T-stat.....  -7.1185 
p.val......  1.0907e-12 

Original number of observations..............  1000 
Original number of treated obs...............  518 
Matched number of observations...............  518 
Matched number of observations  (unweighted).  518 

           [,1]
[1,] -0.4005288


s: 975 

Estimate...  -0.34509 
AI SE......  0.081592 
T-stat.....  -4.2295 
p.val......  2.342e-05 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  655 


Estimate...  -0.39511 
AI SE......  0.13665 
T-stat.....  -2.8914 
p.val......  0.0038354 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  630 


Estimate...  -0.32512 
AI SE......  0.071436 
T-stat.....  -4.5512 
p.val......  5.333e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  679 


Estimate...  -0.13812 
AI SE......  0.13462 
T-stat.....  -1.0260 
p.val......  0.30490 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  23383 


Estimate...  -0.42542 
AI SE......  0.062078 
T-stat.....  -6.8529 
p.val......  7.236e-12 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.4254176


s: 976 

Estimate...  -0.34641 
AI SE......  0.079068 
T-stat.....  -4.3812 
p.val......  1.1804e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  720 


Estimate...  -0.51503 
AI SE......  0.12914 
T-stat.....  -3.9882 
p.val......  6.657e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  683 


Estimate...  -0.38442 
AI SE......  0.064492 
T-stat.....  -5.9608 
p.val......  2.5103e-09 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  725 


Estimate...  -0.53781 
AI SE......  0.14211 
T-stat.....  -3.7844 
p.val......  0.00015405 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  17966 


Estimate...  -0.36577 
AI SE......  0.069537 
T-stat.....  -5.2601 
p.val......  1.4395e-07 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.3657745


s: 977 

Estimate...  -0.3662 
AI SE......  0.074215 
T-stat.....  -4.9343 
p.val......  8.0426e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  689 


Estimate...  -0.45704 
AI SE......  0.15575 
T-stat.....  -2.9343 
p.val......  0.0033426 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  623 


Estimate...  -0.33934 
AI SE......  0.069486 
T-stat.....  -4.8836 
p.val......  1.0414e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  690 


Estimate...  -0.67642 
AI SE......  0.13935 
T-stat.....  -4.8541 
p.val......  1.2096e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  18198 


Estimate...  -0.40828 
AI SE......  0.058295 
T-stat.....  -7.0037 
p.val......  2.4927e-12 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.4082804


s: 978 

Estimate...  -0.35501 
AI SE......  0.074456 
T-stat.....  -4.7680 
p.val......  1.8602e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  685 


Estimate...  -0.41508 
AI SE......  0.12279 
T-stat.....  -3.3804 
p.val......  0.00072381 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  641 


Estimate...  -0.31339 
AI SE......  0.066377 
T-stat.....  -4.7213 
p.val......  2.3430e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  696 


Estimate...  -0.67548 
AI SE......  0.17002 
T-stat.....  -3.973 
p.val......  7.0984e-05 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  13889 


Estimate...  -0.37649 
AI SE......  0.024146 
T-stat.....  -15.592 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

           [,1]
[1,] -0.3764853


s: 979 

Estimate...  -0.30855 
AI SE......  0.067955 
T-stat.....  -4.5404 
p.val......  5.6135e-06 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  702 


Estimate...  -0.46627 
AI SE......  0.16679 
T-stat.....  -2.7956 
p.val......  0.0051808 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  659 


Estimate...  -0.39832 
AI SE......  0.06073 
T-stat.....  -6.5589 
p.val......  5.4206e-11 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  703 


Estimate...  -0.49779 
AI SE......  0.11972 
T-stat.....  -4.1582 
p.val......  3.2082e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  20005 


Estimate...  -0.40616 
AI SE......  0.041841 
T-stat.....  -9.7072 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.4061629


s: 980 

Estimate...  -0.26800 
AI SE......  0.095917 
T-stat.....  -2.7941 
p.val......  0.0052042 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  676 


Estimate...  -0.55395 
AI SE......  0.14808 
T-stat.....  -3.7408 
p.val......  0.00018342 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  658 


Estimate...  -0.42618 
AI SE......  0.067157 
T-stat.....  -6.346 
p.val......  2.2094e-10 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  713 


Estimate...  -0.37261 
AI SE......  0.16278 
T-stat.....  -2.289 
p.val......  0.022079 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  14513 


Estimate...  -0.40023 
AI SE......  0.055946 
T-stat.....  -7.1538 
p.val......  8.4399e-13 

Original number of observations..............  1000 
Original number of treated obs...............  519 
Matched number of observations...............  519 
Matched number of observations  (unweighted).  519 

           [,1]
[1,] -0.4002252


s: 981 

Estimate...  -0.3863 
AI SE......  0.076513 
T-stat.....  -5.0488 
p.val......  4.4459e-07 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  721 


Estimate...  -0.63257 
AI SE......  0.13308 
T-stat.....  -4.7532 
p.val......  2.0018e-06 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  663 


Estimate...  -0.42731 
AI SE......  0.063365 
T-stat.....  -6.7436 
p.val......  1.5446e-11 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  726 


Estimate...  -0.49659 
AI SE......  0.12041 
T-stat.....  -4.1243 
p.val......  3.7184e-05 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  24607 


Estimate...  -0.43678 
AI SE......  0.060737 
T-stat.....  -7.1912 
p.val......  6.4215e-13 

Original number of observations..............  1000 
Original number of treated obs...............  537 
Matched number of observations...............  537 
Matched number of observations  (unweighted).  537 

           [,1]
[1,] -0.4367754


s: 982 

Estimate...  -0.29176 
AI SE......  0.068452 
T-stat.....  -4.2623 
p.val......  2.0238e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  697 


Estimate...  -0.31486 
AI SE......  0.14292 
T-stat.....  -2.2030 
p.val......  0.027593 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  673 


Estimate...  -0.25164 
AI SE......  0.062791 
T-stat.....  -4.0075 
p.val......  6.1361e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  713 


Estimate...  -0.26654 
AI SE......  0.12197 
T-stat.....  -2.1853 
p.val......  0.028870 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  20910 


Estimate...  -0.27453 
AI SE......  0.063477 
T-stat.....  -4.3249 
p.val......  1.5258e-05 

Original number of observations..............  1000 
Original number of treated obs...............  523 
Matched number of observations...............  523 
Matched number of observations  (unweighted).  523 

           [,1]
[1,] -0.2745345


s: 983 

Estimate...  -0.46542 
AI SE......  0.075259 
T-stat.....  -6.1842 
p.val......  6.2418e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  669 


Estimate...  -0.36520 
AI SE......  0.11520 
T-stat.....  -3.1701 
p.val......  0.0015239 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  638 


Estimate...  -0.3642 
AI SE......  0.066351 
T-stat.....  -5.489 
p.val......  4.0433e-08 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  730 


Estimate...  -0.26429 
AI SE......  0.14662 
T-stat.....  -1.8026 
p.val......  0.071459 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  21888 


Estimate...  -0.4246 
AI SE......  0.068186 
T-stat.....  -6.227 
p.val......  4.7537e-10 

Original number of observations..............  1000 
Original number of treated obs...............  515 
Matched number of observations...............  515 
Matched number of observations  (unweighted).  515 

          [,1]
[1,] -0.424596


s: 984 

Estimate...  -0.34943 
AI SE......  0.079654 
T-stat.....  -4.3869 
p.val......  1.1497e-05 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  698 


Estimate...  -0.31512 
AI SE......  0.15774 
T-stat.....  -1.9978 
p.val......  0.045739 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  663 


Estimate...  -0.37179 
AI SE......  0.064832 
T-stat.....  -5.7347 
p.val......  9.766e-09 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  715 


Estimate...  -0.52953 
AI SE......  0.12081 
T-stat.....  -4.3833 
p.val......  1.1688e-05 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  22393 


Estimate...  -0.32798 
AI SE......  0.053238 
T-stat.....  -6.1606 
p.val......  7.2469e-10 

Original number of observations..............  1000 
Original number of treated obs...............  532 
Matched number of observations...............  532 
Matched number of observations  (unweighted).  532 

           [,1]
[1,] -0.3279784


s: 985 

Estimate...  -0.42265 
AI SE......  0.068357 
T-stat.....  -6.183 
p.val......  6.2894e-10 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  699 


Estimate...  -0.5064 
AI SE......  0.11110 
T-stat.....  -4.5581 
p.val......  5.1613e-06 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  642 


Estimate...  -0.34943 
AI SE......  0.059181 
T-stat.....  -5.9044 
p.val......  3.5396e-09 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  735 


Estimate...  -0.8396 
AI SE......  0.14905 
T-stat.....  -5.633 
p.val......  1.7705e-08 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  20171 


Estimate...  -0.37262 
AI SE......  0.044068 
T-stat.....  -8.4556 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  507 
Matched number of observations...............  507 
Matched number of observations  (unweighted).  507 

           [,1]
[1,] -0.3726211


s: 986 

Estimate...  -0.34138 
AI SE......  0.074802 
T-stat.....  -4.5638 
p.val......  5.0231e-06 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  682 


Estimate...  -0.26799 
AI SE......  0.11372 
T-stat.....  -2.3566 
p.val......  0.018443 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  620 


Estimate...  -0.38673 
AI SE......  0.067562 
T-stat.....  -5.7241 
p.val......  1.0400e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  725 


Estimate...  -0.56785 
AI SE......  0.17354 
T-stat.....  -3.2722 
p.val......  0.0010672 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  17311 


Estimate...  -0.36227 
AI SE......  0.044321 
T-stat.....  -8.1738 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3622679


s: 987 

Estimate...  -0.36975 
AI SE......  0.073436 
T-stat.....  -5.0349 
p.val......  4.78e-07 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  701 


Estimate...  -0.38776 
AI SE......  0.10949 
T-stat.....  -3.5415 
p.val......  0.00039784 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  666 


Estimate...  -0.38007 
AI SE......  0.061709 
T-stat.....  -6.159 
p.val......  7.32e-10 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  764 


Estimate...  -0.25563 
AI SE......  0.11394 
T-stat.....  -2.2435 
p.val......  0.024863 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  25490 


Estimate...  -0.36837 
AI SE......  0.051224 
T-stat.....  -7.1914 
p.val......  6.4104e-13 

Original number of observations..............  1000 
Original number of treated obs...............  531 
Matched number of observations...............  531 
Matched number of observations  (unweighted).  531 

           [,1]
[1,] -0.3683715


s: 988 

Estimate...  -0.36411 
AI SE......  0.074522 
T-stat.....  -4.8859 
p.val......  1.0293e-06 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  697 


Estimate...  -0.50382 
AI SE......  0.13868 
T-stat.....  -3.6329 
p.val......  0.00028024 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  648 


Estimate...  -0.39941 
AI SE......  0.063107 
T-stat.....  -6.329 
p.val......  2.4669e-10 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  739 


Estimate...  -0.46685 
AI SE......  0.14503 
T-stat.....  -3.219 
p.val......  0.0012865 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  21133 


Estimate...  -0.41284 
AI SE......  0.054035 
T-stat.....  -7.6402 
p.val......  2.1760e-14 

Original number of observations..............  1000 
Original number of treated obs...............  513 
Matched number of observations...............  513 
Matched number of observations  (unweighted).  513 

          [,1]
[1,] -0.412842


s: 989 

Estimate...  -0.50071 
AI SE......  0.096328 
T-stat.....  -5.1979 
p.val......  2.0153e-07 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  678 


Estimate...  -0.40815 
AI SE......  0.18701 
T-stat.....  -2.1825 
p.val......  0.029074 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  632 


Estimate...  -0.39418 
AI SE......  0.070244 
T-stat.....  -5.6115 
p.val......  2.0056e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  682 


Estimate...  -0.72331 
AI SE......  0.14987 
T-stat.....  -4.8263 
p.val......  1.3906e-06 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  17311 


Estimate...  -0.41435 
AI SE......  0.051667 
T-stat.....  -8.0196 
p.val......  1.1102e-15 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

          [,1]
[1,] -0.414346


s: 990 

Estimate...  -0.49082 
AI SE......  0.071166 
T-stat.....  -6.8969 
p.val......  5.316e-12 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  675 


Estimate...  -0.38097 
AI SE......  0.12159 
T-stat.....  -3.1333 
p.val......  0.0017287 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  610 


Estimate...  -0.39884 
AI SE......  0.063102 
T-stat.....  -6.3206 
p.val......  2.6054e-10 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  705 


Estimate...  -0.6073 
AI SE......  0.15147 
T-stat.....  -4.0093 
p.val......  6.0906e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  20296 


Estimate...  -0.37815 
AI SE......  0.06525 
T-stat.....  -5.7954 
p.val......  6.8151e-09 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3781478


s: 991 

Estimate...  -0.42806 
AI SE......  0.071433 
T-stat.....  -5.9925 
p.val......  2.0658e-09 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  687 


Estimate...  -0.57809 
AI SE......  0.11804 
T-stat.....  -4.8973 
p.val......  9.7138e-07 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  653 


Estimate...  -0.34132 
AI SE......  0.059864 
T-stat.....  -5.7015 
p.val......  1.1875e-08 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  734 


Estimate...  -0.38447 
AI SE......  0.13276 
T-stat.....  -2.8960 
p.val......  0.0037800 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  19984 


Estimate...  -0.39813 
AI SE......  0.043891 
T-stat.....  -9.0708 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.3981291


s: 992 

Estimate...  -0.37291 
AI SE......  0.07696 
T-stat.....  -4.8455 
p.val......  1.2630e-06 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  693 


Estimate...  -0.56537 
AI SE......  0.15804 
T-stat.....  -3.5773 
p.val......  0.00034716 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  653 


Estimate...  -0.43593 
AI SE......  0.069764 
T-stat.....  -6.2487 
p.val......  4.1387e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  722 


Estimate...  -0.44913 
AI SE......  0.14386 
T-stat.....  -3.1221 
p.val......  0.0017957 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  23385 


Estimate...  -0.35462 
AI SE......  0.054884 
T-stat.....  -6.4613 
p.val......  1.0384e-10 

Original number of observations..............  1000 
Original number of treated obs...............  512 
Matched number of observations...............  512 
Matched number of observations  (unweighted).  512 

           [,1]
[1,] -0.3546178


s: 993 

Estimate...  -0.41584 
AI SE......  0.086685 
T-stat.....  -4.7972 
p.val......  1.6092e-06 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  673 


Estimate...  -0.42538 
AI SE......  0.12461 
T-stat.....  -3.4138 
p.val......  0.00064063 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  634 


Estimate...  -0.38384 
AI SE......  0.067187 
T-stat.....  -5.713 
p.val......  1.11e-08 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  706 


Estimate...  -0.40539 
AI SE......  0.13224 
T-stat.....  -3.0656 
p.val......  0.0021721 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  17217 


Estimate...  -0.38661 
AI SE......  0.045935 
T-stat.....  -8.4165 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  516 
Matched number of observations...............  516 
Matched number of observations  (unweighted).  516 

           [,1]
[1,] -0.3866075


s: 994 

Estimate...  -0.42545 
AI SE......  0.073236 
T-stat.....  -5.8092 
p.val......  6.2754e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  692 


Estimate...  -0.38318 
AI SE......  0.13102 
T-stat.....  -2.9245 
p.val......  0.0034496 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  658 


Estimate...  -0.37301 
AI SE......  0.067415 
T-stat.....  -5.533 
p.val......  3.1476e-08 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  693 


Estimate...  -0.54619 
AI SE......  0.18099 
T-stat.....  -3.0178 
p.val......  0.0025466 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  16065 


Estimate...  -0.3868 
AI SE......  0.050976 
T-stat.....  -7.588 
p.val......  3.2419e-14 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3868027


s: 995 

Estimate...  -0.31662 
AI SE......  0.070609 
T-stat.....  -4.4842 
p.val......  7.3193e-06 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  686 


Estimate...  -0.29578 
AI SE......  0.14579 
T-stat.....  -2.0289 
p.val......  0.042471 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  637 


Estimate...  -0.33708 
AI SE......  0.068062 
T-stat.....  -4.9525 
p.val......  7.325e-07 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  713 


Estimate...  -0.23867 
AI SE......  0.14906 
T-stat.....  -1.6013 
p.val......  0.10932 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  19895 


Estimate...  -0.37959 
AI SE......  0.051802 
T-stat.....  -7.3278 
p.val......  2.3381e-13 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.3795939


s: 996 

Estimate...  -0.48269 
AI SE......  0.072046 
T-stat.....  -6.6997 
p.val......  2.0883e-11 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  681 


Estimate...  -0.27674 
AI SE......  0.17037 
T-stat.....  -1.6244 
p.val......  0.10430 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  648 


Estimate...  -0.44957 
AI SE......  0.058715 
T-stat.....  -7.6568 
p.val......  1.9096e-14 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  750 


Estimate...  -0.16753 
AI SE......  0.19289 
T-stat.....  -0.86853 
p.val......  0.38511 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  17290 


Estimate...  -0.41074 
AI SE......  0.045764 
T-stat.....  -8.9752 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  521 
Matched number of observations...............  521 
Matched number of observations  (unweighted).  521 

           [,1]
[1,] -0.4107384


s: 997 

Estimate...  -0.42871 
AI SE......  0.071382 
T-stat.....  -6.0059 
p.val......  1.9027e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  703 


Estimate...  -0.59529 
AI SE......  0.11007 
T-stat.....  -5.4083 
p.val......  6.3619e-08 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  649 


Estimate...  -0.36281 
AI SE......  0.063208 
T-stat.....  -5.7399 
p.val......  9.4732e-09 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  738 


Estimate...  -0.35723 
AI SE......  0.12423 
T-stat.....  -2.8755 
p.val......  0.0040335 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  21956 


Estimate...  -0.40536 
AI SE......  0.060076 
T-stat.....  -6.7475 
p.val......  1.5040e-11 

Original number of observations..............  1000 
Original number of treated obs...............  524 
Matched number of observations...............  524 
Matched number of observations  (unweighted).  524 

           [,1]
[1,] -0.4053647


s: 998 

Estimate...  -0.41397 
AI SE......  0.074951 
T-stat.....  -5.5232 
p.val......  3.3296e-08 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  664 


Estimate...  -0.48253 
AI SE......  0.12971 
T-stat.....  -3.72 
p.val......  0.00019924 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  597 


Estimate...  -0.33528 
AI SE......  0.064402 
T-stat.....  -5.206 
p.val......  1.9299e-07 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  698 


Estimate...  -0.35735 
AI SE......  0.13794 
T-stat.....  -2.5906 
p.val......  0.0095811 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  21335 


Estimate...  -0.39487 
AI SE......  0.070449 
T-stat.....  -5.605 
p.val......  2.0826e-08 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3948669


s: 999 

Estimate...  -0.39558 
AI SE......  0.06995 
T-stat.....  -5.6553 
p.val......  1.5561e-08 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  669 


Estimate...  -0.5805 
AI SE......  0.15658 
T-stat.....  -3.7074 
p.val......  0.00020937 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  623 


Estimate...  -0.39255 
AI SE......  0.064525 
T-stat.....  -6.0838 
p.val......  1.1736e-09 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  679 


Estimate...  -0.30047 
AI SE......  0.15969 
T-stat.....  -1.8816 
p.val......  0.059888 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  19801 


Estimate...  -0.3884 
AI SE......  0.05104 
T-stat.....  -7.6096 
p.val......  2.7534e-14 

Original number of observations..............  1000 
Original number of treated obs...............  509 
Matched number of observations...............  509 
Matched number of observations  (unweighted).  509 

          [,1]
[1,] -0.388397


s: 1000 

Estimate...  -0.36669 
AI SE......  0.075438 
T-stat.....  -4.8609 
p.val......  1.1688e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  710 


Estimate...  -0.52806 
AI SE......  0.11735 
T-stat.....  -4.4997 
p.val......  6.8036e-06 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  644 


Estimate...  -0.35538 
AI SE......  0.068722 
T-stat.....  -5.1712 
p.val......  2.3262e-07 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  728 


Estimate...  -0.39765 
AI SE......  0.15866 
T-stat.....  -2.5063 
p.val......  0.012202 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  22030 


Estimate...  -0.36891 
AI SE......  0.063544 
T-stat.....  -5.8056 
p.val......  6.4143e-09 

Original number of observations..............  1000 
Original number of treated obs...............  520 
Matched number of observations...............  520 
Matched number of observations  (unweighted).  520 

           [,1]
[1,] -0.3689087
Warning messages:
1: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
2: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
3: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
4: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
5: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
6: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
7: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
8: In MatchLoopCfast(N = s1$N, xvars = Kx, All = s1$All, M = s1$M,  :
  Increasing memory because of ties.  I would be faster with the ties=FALSE option.
> 
> logit.pvals <- matrix(0, nrow=sims.run, ncol=1)
> boost.pvals <- matrix(0, nrow=sims.run, ncol=1)
> forest.pvals <- matrix(0, nrow=sims.run, ncol=1)
> nnet.pvals <- matrix(0, nrow=sims.run, ncol=1)
> genmatch.pvals <- matrix(0, nrow=sims.run, ncol=1)
> 
> for (ii in 1:sims.run)
+   {
+ 
+     logit.pvals[ii] <- logit.bm1[[ii]]$AMsmallest.p.value
+ 
+     boost.pvals[ii] <- boost.bm1[[ii]]$AMsmallest.p.value
+ 
+     forest.pvals[ii] <- forest.bm1[[ii]]$AMsmallest.p.value
+ 
+     nnet.pvals[ii] <- nnet.bm1[[ii]]$AMsmallest.p.value
+ 
+     genmatch.pvals[ii] <- genmatch.bm1[[ii]]$AMsmallest.p.value
+ 
+ 
+   }
> 
> save.image(file="balance3.simsA1.nobs1000.Rdata")
> 
> box.data <- as.real(c(logit.pvals, boost.pvals, forest.pvals, nnet.pvals, genmatch.pvals))
> type <- c(rep(1,sims.run), rep(2,sims.run), rep(3,sims.run), rep(4,sims.run),rep(5,sims.run))
> 
> box.data <- as.data.frame(cbind(as.real(box.data), as.factor(type)))
> 
> pdf(file="balance3.simsA1.nobs1000.pdf")
> boxplot(V1~V2, data=box.data, names=c("logit","BOOST","RFRST","NN","GenMatch"), ylab="p-values")
> dev.off()
null device 
          1 
> 
> #quartz()
> #boxplot(V1~V2, data=box.data, names=c("logit","BOOST","RFRST","NN","GenMatch"), ylab="p-values")
> 
> 
> 
> 
> 
> proc.time()
   user  system elapsed 
628.200  95.451 727.938 
